diff --git a/.gitattributes b/.gitattributes
index 4be25e865efe26e1ef1e5635bff5b32ef57236b3..d805f25f13bcb2b6a7c6c765d53d3a9039780181 100644
--- a/.gitattributes
+++ b/.gitattributes
@@ -42,4 +42,3 @@ kaggle-integration/*.gif filter=lfs diff=lfs merge=lfs -text
 responses.js/demo[[:space:]](1).webm filter=lfs diff=lfs merge=lfs -text
 responses.js/demo.webm filter=lfs diff=lfs merge=lfs -text
 claude-images-mcp/bfl_krea_image.avif filter=lfs diff=lfs merge=lfs -text
-transformers/model_doc/chmv2_example.tif filter=lfs diff=lfs merge=lfs -text
diff --git a/SOTW-dark.png b/SOTW-dark.png
deleted file mode 100644
index 29d85023ac3abb178935aed909a60bef871b2c40..0000000000000000000000000000000000000000
--- a/SOTW-dark.png
+++ /dev/null
@@ -1,3 +0,0 @@
-version https://git-lfs.github.com/spec/v1
-oid sha256:914f33f1ab15df3f353b0c0d398a69eeada3c319365f585a344554f74339024d
-size 246008
diff --git a/SOTW-light.png b/SOTW-light.png
deleted file mode 100644
index e5c0d2f31c595eefb7fe8ae4b584217e958c0aff..0000000000000000000000000000000000000000
--- a/SOTW-light.png
+++ /dev/null
@@ -1,3 +0,0 @@
-version https://git-lfs.github.com/spec/v1
-oid sha256:60e8f00ec604cca9767cf839f2b9375b8c27cc1920bade1e51ce54682ff385c0
-size 248114
diff --git a/academia-hub/ESCP_LOGO_CMJN.png b/academia-hub/ESCP_LOGO_CMJN.png
deleted file mode 100644
index 80f24dd1cf271749b43ec5ea312d8b62fc8d593b..0000000000000000000000000000000000000000
--- a/academia-hub/ESCP_LOGO_CMJN.png
+++ /dev/null
@@ -1,3 +0,0 @@
-version https://git-lfs.github.com/spec/v1
-oid sha256:7b2a990d29b1185745ded3f0eaef782c2dacb79df99b646f76c5e067a7aae673
-size 52913
diff --git a/academia-hub/The_2025_MBZUAI_logo.png b/academia-hub/The_2025_MBZUAI_logo.png
deleted file mode 100644
index 6fb2b35f272e55d7e300c9ef2fde656a73d9667b..0000000000000000000000000000000000000000
--- a/academia-hub/The_2025_MBZUAI_logo.png
+++ /dev/null
@@ -1,3 +0,0 @@
-version https://git-lfs.github.com/spec/v1
-oid sha256:75d2d5eeab4ec43dcb7e8e165a384ad28021069a7e3c88bdc339bd98bee0cb9f
-size 25659
diff --git a/academia-hub/Zurich.png b/academia-hub/Zurich.png
deleted file mode 100644
index 4ec79c8739227db95d13c5e3480e9fa8a0251756..0000000000000000000000000000000000000000
--- a/academia-hub/Zurich.png
+++ /dev/null
@@ -1,3 +0,0 @@
-version https://git-lfs.github.com/spec/v1
-oid sha256:f36de24f8bc4e27bca7c7684f250e52d96fcd7e4c7be3024fd2662f228dfdf67
-size 82412
diff --git a/academia-hub/epita.png b/academia-hub/epita.png
deleted file mode 100644
index bfa5acba470d752a381071ad54e71d38da5edcbf..0000000000000000000000000000000000000000
--- a/academia-hub/epita.png
+++ /dev/null
@@ -1,3 +0,0 @@
-version https://git-lfs.github.com/spec/v1
-oid sha256:0149d7d53cab2ede506c44bff3d08e76c419a98d955d250cf8d676db339e0526
-size 242585
diff --git a/academia-hub/hong-kong-polytechnic-university-logo.png b/academia-hub/hong-kong-polytechnic-university-logo.png
deleted file mode 100644
index 2b248379f272c966f6381bc0c41e03484040f1f8..0000000000000000000000000000000000000000
--- a/academia-hub/hong-kong-polytechnic-university-logo.png
+++ /dev/null
@@ -1,3 +0,0 @@
-version https://git-lfs.github.com/spec/v1
-oid sha256:385a4461b92829a491852e10eaba1b8d5582c03dba17a3b776155db8f4bf5a93
-size 32354
diff --git a/academia-hub/logo-UT-site.png b/academia-hub/logo-UT-site.png
deleted file mode 100644
index ed0210287265180876f08a7be7ddcbc53d7db84f..0000000000000000000000000000000000000000
--- a/academia-hub/logo-UT-site.png
+++ /dev/null
@@ -1,3 +0,0 @@
-version https://git-lfs.github.com/spec/v1
-oid sha256:73dffe91c54dff9528c42cd8c74bd81a040cf922b5312d23c933b4e4f9537dbb
-size 28404
diff --git a/any-swift-llm/banner.png b/any-swift-llm/banner.png
deleted file mode 100644
index 661226ab56e613824b7d8331bd3575642049d0a3..0000000000000000000000000000000000000000
--- a/any-swift-llm/banner.png
+++ /dev/null
@@ -1,3 +0,0 @@
-version https://git-lfs.github.com/spec/v1
-oid sha256:225850c1ce651130e4f85e77d80edf1b674b4179067c72dcf87fc24c3f08da90
-size 32328
diff --git a/any-swift-llm/chat-ui-swift.png b/any-swift-llm/chat-ui-swift.png
deleted file mode 100644
index 73be4e1706fec59eddd3dfed241eaab57dd00218..0000000000000000000000000000000000000000
--- a/any-swift-llm/chat-ui-swift.png
+++ /dev/null
@@ -1,3 +0,0 @@
-version https://git-lfs.github.com/spec/v1
-oid sha256:5f841c738cda04bac2d2eb50d03411d80697a9f17ac4bc6f602592bcfe27313c
-size 201961
diff --git a/author-owned-spaces-dark.png b/author-owned-spaces-dark.png
deleted file mode 100644
index dbdf32d66f1a09869bce38971eaa81ab89df9556..0000000000000000000000000000000000000000
--- a/author-owned-spaces-dark.png
+++ /dev/null
@@ -1,3 +0,0 @@
-version https://git-lfs.github.com/spec/v1
-oid sha256:19479ffe0771586496a298a2327ff7714214458ab5cea0541a5130c358295682
-size 195710
diff --git a/author-owned-spaces-light.png b/author-owned-spaces-light.png
deleted file mode 100644
index 7f9092e7da078cafa06d9f211d1592723962b332..0000000000000000000000000000000000000000
--- a/author-owned-spaces-light.png
+++ /dev/null
@@ -1,3 +0,0 @@
-version https://git-lfs.github.com/spec/v1
-oid sha256:b1abc5824a349a3197422384e84926cc19769fa0dde47c822959307fb324c8ef
-size 199567
diff --git a/blog/agent-glossary/agent-diagram.png b/blog/agent-glossary/agent-diagram.png
deleted file mode 100644
index b7a1e3b6b1c68cb52a3f2609559acb75ee5d58cd..0000000000000000000000000000000000000000
--- a/blog/agent-glossary/agent-diagram.png
+++ /dev/null
@@ -1,3 +0,0 @@
-version https://git-lfs.github.com/spec/v1
-oid sha256:9d8bad948009ba5a831327b5e0ee903ca4764deaa50be23bd01efb444dfd1b43
-size 188122
diff --git a/blog/agent-glossary/rl-pipeline.png b/blog/agent-glossary/rl-pipeline.png
deleted file mode 100644
index 559bd50f78fa765f7ecb76f01fcc32fca98dbeea..0000000000000000000000000000000000000000
--- a/blog/agent-glossary/rl-pipeline.png
+++ /dev/null
@@ -1,3 +0,0 @@
-version https://git-lfs.github.com/spec/v1
-oid sha256:9367f26347f9fbe51fcabc3bf70f9c440f52e31ada749c4a6fefb5c03f81baf1
-size 139320
diff --git a/blog/continuous_async/async_recap.png b/blog/continuous_async/async_recap.png
deleted file mode 100644
index 36af5c192cbf85f862e27245d8756754830aef4c..0000000000000000000000000000000000000000
--- a/blog/continuous_async/async_recap.png
+++ /dev/null
@@ -1,3 +0,0 @@
-version https://git-lfs.github.com/spec/v1
-oid sha256:f0d9fa03439dd5a54932f0fea4ecc7e2d87f16e335d11757739d9d879127e131
-size 173205
diff --git a/blog/continuous_async/async_recap_1.png b/blog/continuous_async/async_recap_1.png
deleted file mode 100644
index 27418137aa33579ee012bf4057faff8a4ce090ee..0000000000000000000000000000000000000000
--- a/blog/continuous_async/async_recap_1.png
+++ /dev/null
@@ -1,3 +0,0 @@
-version https://git-lfs.github.com/spec/v1
-oid sha256:459e4720343b427d10294d0d59179c33ec355a12eccc4fb45e493384348df0d7
-size 58040
diff --git a/blog/continuous_async/async_recap_2.png b/blog/continuous_async/async_recap_2.png
deleted file mode 100644
index e2093bdd555d8d9dc8b296a9555b95ef4f9cfebc..0000000000000000000000000000000000000000
--- a/blog/continuous_async/async_recap_2.png
+++ /dev/null
@@ -1,3 +0,0 @@
-version https://git-lfs.github.com/spec/v1
-oid sha256:ca1f95c5061467132aa4af93c51f41dfa42dccbb98bbb61a04fe996c22b3977e
-size 67310
diff --git a/blog/continuous_async/async_recap_3.png b/blog/continuous_async/async_recap_3.png
deleted file mode 100644
index dc22af803a29f5f3b191089a1fc5d4c072993a2d..0000000000000000000000000000000000000000
--- a/blog/continuous_async/async_recap_3.png
+++ /dev/null
@@ -1,3 +0,0 @@
-version https://git-lfs.github.com/spec/v1
-oid sha256:c28a7542b8bb57af06b80dc330f7ca9a3c2a0a9564bb31bc4e515e6326c6cf11
-size 82890
diff --git a/blog/continuous_async/async_recap_4.png b/blog/continuous_async/async_recap_4.png
deleted file mode 100644
index 3f15d4cc10f4d488b55b4fefe040e28c81c968d7..0000000000000000000000000000000000000000
--- a/blog/continuous_async/async_recap_4.png
+++ /dev/null
@@ -1,3 +0,0 @@
-version https://git-lfs.github.com/spec/v1
-oid sha256:877a4733334ca836965c9a92539f7de9492781a23124bcbb4b60f250fe61e1c2
-size 173242
diff --git a/blog/continuous_async/banner.png b/blog/continuous_async/banner.png
deleted file mode 100644
index dab0292ff3932a2314a417fcf3464a881e099302..0000000000000000000000000000000000000000
--- a/blog/continuous_async/banner.png
+++ /dev/null
@@ -1,3 +0,0 @@
-version https://git-lfs.github.com/spec/v1
-oid sha256:6249753ea574dbc5fd9aa996e30e209bd6145b1d7e6bccf96553d9afa006cc9d
-size 1051520
diff --git a/blog/continuous_async/block_or_not.png b/blog/continuous_async/block_or_not.png
deleted file mode 100644
index c8dba195e1903d016e5a3b1bf92261c8c5bbab60..0000000000000000000000000000000000000000
--- a/blog/continuous_async/block_or_not.png
+++ /dev/null
@@ -1,3 +0,0 @@
-version https://git-lfs.github.com/spec/v1
-oid sha256:6da70e74840a2b4f7d460da5f7dbd99d9031a2f7436423882007746bbd75293a
-size 55871
diff --git a/blog/continuous_async/carry_over_idea.png b/blog/continuous_async/carry_over_idea.png
deleted file mode 100644
index 3732d5c04534f221b6000bbe0cc13ecc1aecd3fa..0000000000000000000000000000000000000000
--- a/blog/continuous_async/carry_over_idea.png
+++ /dev/null
@@ -1,3 +0,0 @@
-version https://git-lfs.github.com/spec/v1
-oid sha256:b0c92cb46eeb51527c214dfc2ff57ec15b54b3867f950d2f81b5515f7b9cf57d
-size 80248
diff --git a/blog/continuous_async/carry_over_mask.png b/blog/continuous_async/carry_over_mask.png
deleted file mode 100644
index 4121f58bdd8e7b1e5b26309d78f78a55d9c9917e..0000000000000000000000000000000000000000
--- a/blog/continuous_async/carry_over_mask.png
+++ /dev/null
@@ -1,3 +0,0 @@
-version https://git-lfs.github.com/spec/v1
-oid sha256:9b04c75425d4d0b7de30ae0abf1029ddb75361da637831511da0f684a1625e4f
-size 92754
diff --git a/blog/continuous_async/cpu_gpu_phases_async.png b/blog/continuous_async/cpu_gpu_phases_async.png
deleted file mode 100644
index eab66d4abc376620f946d5ead17dae76c6092651..0000000000000000000000000000000000000000
--- a/blog/continuous_async/cpu_gpu_phases_async.png
+++ /dev/null
@@ -1,3 +0,0 @@
-version https://git-lfs.github.com/spec/v1
-oid sha256:81b74ff290898eeb5ec601bd9c3d311b6788786b45465b1431911c7dee3f1f73
-size 13486
diff --git a/blog/continuous_async/cpu_gpu_phases_sync.png b/blog/continuous_async/cpu_gpu_phases_sync.png
deleted file mode 100644
index e242eb669cf46150dcbd4921bcfc887197839932..0000000000000000000000000000000000000000
--- a/blog/continuous_async/cpu_gpu_phases_sync.png
+++ /dev/null
@@ -1,3 +0,0 @@
-version https://git-lfs.github.com/spec/v1
-oid sha256:375327fe788bfcadfecf8485f5534aaab23a39b4db812fc46d62a442cc1fcd85
-size 11978
diff --git a/blog/continuous_async/events.png b/blog/continuous_async/events.png
deleted file mode 100644
index 8396ef1df83a5e39ea38d229db336164e2bba93d..0000000000000000000000000000000000000000
--- a/blog/continuous_async/events.png
+++ /dev/null
@@ -1,3 +0,0 @@
-version https://git-lfs.github.com/spec/v1
-oid sha256:0dc95eaf9443b6c7c759fef1894610aeb44e56a23c4385e7e57e5acaab6285e9
-size 48857
diff --git a/blog/continuous_async/failed_async.png b/blog/continuous_async/failed_async.png
deleted file mode 100644
index f39c853af72181208398451af1f7b184f2f08753..0000000000000000000000000000000000000000
--- a/blog/continuous_async/failed_async.png
+++ /dev/null
@@ -1,3 +0,0 @@
-version https://git-lfs.github.com/spec/v1
-oid sha256:6858eca008038bf3bc59b9e0f8f0b15f620f73865331c1dd86931f6ac83e7cc2
-size 54215
diff --git a/blog/continuous_async/memory_pool.png b/blog/continuous_async/memory_pool.png
deleted file mode 100644
index b769eb4d64fb4079d3112d2748b13db0d77ba0a0..0000000000000000000000000000000000000000
--- a/blog/continuous_async/memory_pool.png
+++ /dev/null
@@ -1,3 +0,0 @@
-version https://git-lfs.github.com/spec/v1
-oid sha256:13fffe1ce288dca2a73e44df0a34b76b2e4df0b4638e8ccfc8e8ddbd2d082146
-size 74570
diff --git a/blog/continuous_async/realistic_concurrency.png b/blog/continuous_async/realistic_concurrency.png
deleted file mode 100644
index ec396ded3ed068e561cf7278d28911478134301e..0000000000000000000000000000000000000000
--- a/blog/continuous_async/realistic_concurrency.png
+++ /dev/null
@@ -1,3 +0,0 @@
-version https://git-lfs.github.com/spec/v1
-oid sha256:ed860ac8c2b3092951878ff045ff4030f9ae4733f792b33d0361c304d679499a
-size 33629
diff --git a/blog/continuous_async/slots.png b/blog/continuous_async/slots.png
deleted file mode 100644
index 63eaa7f46e97c4e1888187c72ae9431d354d11ee..0000000000000000000000000000000000000000
--- a/blog/continuous_async/slots.png
+++ /dev/null
@@ -1,3 +0,0 @@
-version https://git-lfs.github.com/spec/v1
-oid sha256:154fc904366ce34a413399183ad2cb1182a8b5dd6e0fff036e0ee38f54f45b1d
-size 65802
diff --git a/blog/continuous_async/stream_concurrency.png b/blog/continuous_async/stream_concurrency.png
deleted file mode 100644
index 95f7fde126bdc9ac21cdc71e829b521729f37a0c..0000000000000000000000000000000000000000
--- a/blog/continuous_async/stream_concurrency.png
+++ /dev/null
@@ -1,3 +0,0 @@
-version https://git-lfs.github.com/spec/v1
-oid sha256:8c62f2c79c23cf706fdffb5ff46c04e682f814b230b089618def9cfef3e5ff09
-size 27053
diff --git a/blog/continuous_async/success_async.png b/blog/continuous_async/success_async.png
deleted file mode 100644
index 2d350c8d7c03691c087fce8c4dabee5e5d1e1a03..0000000000000000000000000000000000000000
--- a/blog/continuous_async/success_async.png
+++ /dev/null
@@ -1,3 +0,0 @@
-version https://git-lfs.github.com/spec/v1
-oid sha256:50813d8525e6e191a0964d7aa1f79593e43e45a40eede9df96defa3eef028f22
-size 96653
diff --git a/blog/continuous_async/synchronous_batching.png b/blog/continuous_async/synchronous_batching.png
deleted file mode 100644
index fa63c73ff6014cb1c39b7ef54f4e7b8fcacb8e00..0000000000000000000000000000000000000000
--- a/blog/continuous_async/synchronous_batching.png
+++ /dev/null
@@ -1,3 +0,0 @@
-version https://git-lfs.github.com/spec/v1
-oid sha256:65a35f388a5f0a15ff33cc0995cdce6bb3b6c6239d83e6f4b7a824f48b0d3e20
-size 53708
diff --git a/blog/continuous_async/thumb.png b/blog/continuous_async/thumb.png
deleted file mode 100644
index 5869dfef89a0a7f165d8df056a5727d65ce1c25c..0000000000000000000000000000000000000000
--- a/blog/continuous_async/thumb.png
+++ /dev/null
@@ -1,3 +0,0 @@
-version https://git-lfs.github.com/spec/v1
-oid sha256:50dd67096a97936cf2f011575b7a51133c2ef48a38fb19138dc04ddf2e62484b
-size 532889
diff --git a/blog/continuous_batching/attention.png b/blog/continuous_batching/attention.png
deleted file mode 100644
index 0a0b073e0ba0bb8412f3fd0ee4ad72101e5be0ac..0000000000000000000000000000000000000000
--- a/blog/continuous_batching/attention.png
+++ /dev/null
@@ -1,3 +0,0 @@
-version https://git-lfs.github.com/spec/v1
-oid sha256:64a3e6c77db40bcc6d0c13010a204a8a42d4e7dd7b6103eb15ccc4dbc8a8bb13
-size 262484
diff --git a/blog/continuous_batching/banner.png b/blog/continuous_batching/banner.png
deleted file mode 100644
index aed842569874bad827d943e32d57936f876a518e..0000000000000000000000000000000000000000
--- a/blog/continuous_batching/banner.png
+++ /dev/null
@@ -1,3 +0,0 @@
-version https://git-lfs.github.com/spec/v1
-oid sha256:96b986cf4fd5b2b89fb209a1b7709168a3de57209da825b8ca831ac1c23d364e
-size 505776
diff --git a/blog/continuous_batching/batched_generation.png b/blog/continuous_batching/batched_generation.png
deleted file mode 100644
index 109f5dbe76310f2c0d0ad1d8268db6c875c5fd54..0000000000000000000000000000000000000000
--- a/blog/continuous_batching/batched_generation.png
+++ /dev/null
@@ -1,3 +0,0 @@
-version https://git-lfs.github.com/spec/v1
-oid sha256:66cd80ac1c493753c509d49d4ac08b59e80998bb38239913928a6b11bc5069ae
-size 169886
diff --git a/blog/continuous_batching/cant_see_me.png b/blog/continuous_batching/cant_see_me.png
deleted file mode 100644
index 465500287dab7f771fe05db79c52ff6953570011..0000000000000000000000000000000000000000
--- a/blog/continuous_batching/cant_see_me.png
+++ /dev/null
@@ -1,3 +0,0 @@
-version https://git-lfs.github.com/spec/v1
-oid sha256:b18d88ef98c4399974957905da55229f4c9a03f2ac5e7e86ad96c7546086256c
-size 104737
diff --git a/blog/continuous_batching/chunked_prefill.png b/blog/continuous_batching/chunked_prefill.png
deleted file mode 100644
index de1066437c04289ce8db0fed3a324b497acda6ea..0000000000000000000000000000000000000000
--- a/blog/continuous_batching/chunked_prefill.png
+++ /dev/null
@@ -1,3 +0,0 @@
-version https://git-lfs.github.com/spec/v1
-oid sha256:a1115f2591363f1f81ff4208601462d88a003b9499baf253592b736dea8ac214
-size 164366
diff --git a/blog/continuous_batching/concatenate.png b/blog/continuous_batching/concatenate.png
deleted file mode 100644
index 1cfd5d970488bfa843e5b50225efaa9e907cd58d..0000000000000000000000000000000000000000
--- a/blog/continuous_batching/concatenate.png
+++ /dev/null
@@ -1,3 +0,0 @@
-version https://git-lfs.github.com/spec/v1
-oid sha256:afa80192a81f5a6e43c64df1c0d983dbd08988a5a89bcac2129e721c82da52c8
-size 40972
diff --git a/blog/continuous_batching/continuous_batching.png b/blog/continuous_batching/continuous_batching.png
deleted file mode 100644
index ee5cf08243d2e742f3beb92fa01ffce57240fc11..0000000000000000000000000000000000000000
--- a/blog/continuous_batching/continuous_batching.png
+++ /dev/null
@@ -1,3 +0,0 @@
-version https://git-lfs.github.com/spec/v1
-oid sha256:c57b1deeacea8c2e591687d1eb105722fd352492d86cdfd74c05f166fc96068d
-size 229856
diff --git a/blog/continuous_batching/dynamic_batching.png b/blog/continuous_batching/dynamic_batching.png
deleted file mode 100644
index e2017e526821a4740f5518ff865db4265628e73e..0000000000000000000000000000000000000000
--- a/blog/continuous_batching/dynamic_batching.png
+++ /dev/null
@@ -1,3 +0,0 @@
-version https://git-lfs.github.com/spec/v1
-oid sha256:1721080f5c46eed465bcf3d6e19f276037c7fea144acd3ec7b386a76f60ee641
-size 140782
diff --git a/blog/continuous_batching/kv_cache.png b/blog/continuous_batching/kv_cache.png
deleted file mode 100644
index 46caaf5d69467a91e154821af154938a01e0615b..0000000000000000000000000000000000000000
--- a/blog/continuous_batching/kv_cache.png
+++ /dev/null
@@ -1,3 +0,0 @@
-version https://git-lfs.github.com/spec/v1
-oid sha256:44931e339df5ebc418385dcb1880a75da44eeeaf5c4ae3a6aab853d8916bd680
-size 35735
diff --git a/blog/continuous_batching/masking_and_softmax.png b/blog/continuous_batching/masking_and_softmax.png
deleted file mode 100644
index b5023a115d1ffa9610b416dc50cc568acb698ae8..0000000000000000000000000000000000000000
--- a/blog/continuous_batching/masking_and_softmax.png
+++ /dev/null
@@ -1,3 +0,0 @@
-version https://git-lfs.github.com/spec/v1
-oid sha256:055d767085b6b2b3ba19a71d76776659efe5e662754ce234a40cda285207890e
-size 164656
diff --git a/blog/continuous_batching/naive_generate.png b/blog/continuous_batching/naive_generate.png
deleted file mode 100644
index 1dd5394cfb8b8fa8addf479db7ee060bd297dd02..0000000000000000000000000000000000000000
--- a/blog/continuous_batching/naive_generate.png
+++ /dev/null
@@ -1,3 +0,0 @@
-version https://git-lfs.github.com/spec/v1
-oid sha256:5c8c7c0148c79529e1ed219c39862670680fa67a6dea1e80f026f399841b3a51
-size 75161
diff --git a/blog/continuous_batching/padding.png b/blog/continuous_batching/padding.png
deleted file mode 100644
index 9b86496c1e49ee550a21d6051282d29e125731f7..0000000000000000000000000000000000000000
--- a/blog/continuous_batching/padding.png
+++ /dev/null
@@ -1,3 +0,0 @@
-version https://git-lfs.github.com/spec/v1
-oid sha256:74475bf2170fc63fdb5f9c8f29ad1316afa3175177208026c202786ca8721866
-size 107919
diff --git a/blog/continuous_batching/proj_and_mul.png b/blog/continuous_batching/proj_and_mul.png
deleted file mode 100644
index db04c3ef3d1a5657167e2ce81aed8864d489090d..0000000000000000000000000000000000000000
--- a/blog/continuous_batching/proj_and_mul.png
+++ /dev/null
@@ -1,3 +0,0 @@
-version https://git-lfs.github.com/spec/v1
-oid sha256:878ca8f2defc94dd363c9bb7c76213f5e9e7abfad0dbe4b303efb2b30232534d
-size 204017
diff --git a/blog/continuous_batching/ragged_batching.png b/blog/continuous_batching/ragged_batching.png
deleted file mode 100644
index 805295a99a1fd26f498373eb34221b036834dbe9..0000000000000000000000000000000000000000
--- a/blog/continuous_batching/ragged_batching.png
+++ /dev/null
@@ -1,3 +0,0 @@
-version https://git-lfs.github.com/spec/v1
-oid sha256:2be503cd93c27dd92aec3fd490995a25fcb747cff75c4d5eea29d158d2b27aad
-size 169193
diff --git a/blog/continuous_batching/simple_attention.png b/blog/continuous_batching/simple_attention.png
deleted file mode 100644
index 9e6b556e1822c1ca741e7d154b3758df1dd7ba2f..0000000000000000000000000000000000000000
--- a/blog/continuous_batching/simple_attention.png
+++ /dev/null
@@ -1,3 +0,0 @@
-version https://git-lfs.github.com/spec/v1
-oid sha256:4d0340a54c9b1cfd0ed962b566fc6e69ce4b7a227d3d62c49362568bba666c64
-size 63973
diff --git a/blog/deh-2025/container-scan-status.png b/blog/deh-2025/container-scan-status.png
deleted file mode 100644
index 835230dfce8b87e6a61c32246a48125adc07f9b4..0000000000000000000000000000000000000000
--- a/blog/deh-2025/container-scan-status.png
+++ /dev/null
@@ -1,3 +0,0 @@
-version https://git-lfs.github.com/spec/v1
-oid sha256:3ce00b78deb8647786f7a9153f91d25bd84ecfc91bb7a2e166ebc6adb5a54215
-size 184471
diff --git a/blog/deh-2025/container-versioning.png b/blog/deh-2025/container-versioning.png
deleted file mode 100644
index 8353a3bcc5af37a5758bc20a9b67c3609708756b..0000000000000000000000000000000000000000
--- a/blog/deh-2025/container-versioning.png
+++ /dev/null
@@ -1,3 +0,0 @@
-version https://git-lfs.github.com/spec/v1
-oid sha256:4113d5adbd40e39f8ee34c164174039cbd89108c4066bc7564cd1a202c872862
-size 441479
diff --git a/blog/deh-2025/hf-token.png b/blog/deh-2025/hf-token.png
deleted file mode 100644
index fb6fe73cb89ff7662b27f24c3db0f963a788dadb..0000000000000000000000000000000000000000
--- a/blog/deh-2025/hf-token.png
+++ /dev/null
@@ -1,3 +0,0 @@
-version https://git-lfs.github.com/spec/v1
-oid sha256:e382206a4087ac627697fbe5eddb4607e8ca94db6ccdb64961ea88ba3724593d
-size 441685
diff --git a/blog/deh-2025/model-scan-results.png b/blog/deh-2025/model-scan-results.png
deleted file mode 100644
index 84ae09e835d1bd234d22eeeceb5283be224f873a..0000000000000000000000000000000000000000
--- a/blog/deh-2025/model-scan-results.png
+++ /dev/null
@@ -1,3 +0,0 @@
-version https://git-lfs.github.com/spec/v1
-oid sha256:31953efc090b496a62f6fa8a44a0d3894ab83c53ea30401be439f9a8ccc474ad
-size 357465
diff --git a/blog/deh-2025/thumbnail.jpg b/blog/deh-2025/thumbnail.jpg
deleted file mode 100644
index e82ca4729de3f9213804ce42d6d462f5951ffff0..0000000000000000000000000000000000000000
--- a/blog/deh-2025/thumbnail.jpg
+++ /dev/null
@@ -1,3 +0,0 @@
-version https://git-lfs.github.com/spec/v1
-oid sha256:aec55de9a4e7e0c6ba65bb6f415d6297a10459892d7c8719271987ebd4c038eb
-size 112954
diff --git a/blog/dots-ocr-ne/NE_Header.png b/blog/dots-ocr-ne/NE_Header.png
deleted file mode 100644
index f9e1179e93b118204015792f6e6a80c632a9cee5..0000000000000000000000000000000000000000
--- a/blog/dots-ocr-ne/NE_Header.png
+++ /dev/null
@@ -1,3 +0,0 @@
-version https://git-lfs.github.com/spec/v1
-oid sha256:8a174480612c69097a2663daa052b599340cd5ed4009d409d9abed52ee3d8450
-size 292457
diff --git a/blog/dots-ocr-ne/joules_cu.png b/blog/dots-ocr-ne/joules_cu.png
deleted file mode 100644
index 660afcac52d04af2813b8c71e0b6e50640199b3f..0000000000000000000000000000000000000000
--- a/blog/dots-ocr-ne/joules_cu.png
+++ /dev/null
@@ -1,3 +0,0 @@
-version https://git-lfs.github.com/spec/v1
-oid sha256:ee8483ea7bc2adf132a3df0d063ccfa70b21ea0ec2d39d7ecf37e06949852efa
-size 155559
diff --git a/blog/dots-ocr-ne/perf_report_gpu.png b/blog/dots-ocr-ne/perf_report_gpu.png
deleted file mode 100644
index a99ec21b183084d34eb0916066c542ab9ac631bd..0000000000000000000000000000000000000000
--- a/blog/dots-ocr-ne/perf_report_gpu.png
+++ /dev/null
@@ -1,3 +0,0 @@
-version https://git-lfs.github.com/spec/v1
-oid sha256:ab53da1eba221777484ff025d5073b444aea27ad0d5c8030c2e515cc84c1cf8a
-size 113517
diff --git a/blog/ettin-reranker/mteb_ndcg10_all-MiniLM-L6-v2.png b/blog/ettin-reranker/mteb_ndcg10_all-MiniLM-L6-v2.png
deleted file mode 100644
index 682b586c52bd01ee6b34c03276790f9c41454beb..0000000000000000000000000000000000000000
--- a/blog/ettin-reranker/mteb_ndcg10_all-MiniLM-L6-v2.png
+++ /dev/null
@@ -1,3 +0,0 @@
-version https://git-lfs.github.com/spec/v1
-oid sha256:a44727326f5e56affde478e02055007667665a005b1e5431aa6a4d3be5f55816
-size 48658
diff --git a/blog/ettin-reranker/mteb_ndcg10_bge-small-en-v1.5.png b/blog/ettin-reranker/mteb_ndcg10_bge-small-en-v1.5.png
deleted file mode 100644
index cf7c724152af4d075d55b3f7076a30783efa10f9..0000000000000000000000000000000000000000
--- a/blog/ettin-reranker/mteb_ndcg10_bge-small-en-v1.5.png
+++ /dev/null
@@ -1,3 +0,0 @@
-version https://git-lfs.github.com/spec/v1
-oid sha256:b98dbbf796363006330269eda89410074d920b0034c7a4c462397a5c95cf19d9
-size 46344
diff --git a/blog/ettin-reranker/mteb_ndcg10_embeddinggemma-300m.png b/blog/ettin-reranker/mteb_ndcg10_embeddinggemma-300m.png
deleted file mode 100644
index f01c926672b68f0d70e870d04fa3cdda1a6d7098..0000000000000000000000000000000000000000
--- a/blog/ettin-reranker/mteb_ndcg10_embeddinggemma-300m.png
+++ /dev/null
@@ -1,3 +0,0 @@
-version https://git-lfs.github.com/spec/v1
-oid sha256:9e687916373f0e94769bc4d0d4fd8c41ac91798a0799578d7aba730881508d06
-size 50830
diff --git a/blog/ettin-reranker/mteb_ndcg10_jina-embeddings-v5-text-small-retrieval.png b/blog/ettin-reranker/mteb_ndcg10_jina-embeddings-v5-text-small-retrieval.png
deleted file mode 100644
index 40badb3a4351c3eb04efd6b221bfadd9d35df5ce..0000000000000000000000000000000000000000
--- a/blog/ettin-reranker/mteb_ndcg10_jina-embeddings-v5-text-small-retrieval.png
+++ /dev/null
@@ -1,3 +0,0 @@
-version https://git-lfs.github.com/spec/v1
-oid sha256:cd8aa40541079105ffd1c8dacf5c90a11905c8c10d21b13ea897965bb75f165f
-size 51939
diff --git a/blog/ettin-reranker/mteb_ndcg10_nomic-embed-text-v1.5.png b/blog/ettin-reranker/mteb_ndcg10_nomic-embed-text-v1.5.png
deleted file mode 100644
index 042a588226e28452747293f6b1f4b7a85f5bddf6..0000000000000000000000000000000000000000
--- a/blog/ettin-reranker/mteb_ndcg10_nomic-embed-text-v1.5.png
+++ /dev/null
@@ -1,3 +0,0 @@
-version https://git-lfs.github.com/spec/v1
-oid sha256:9a0d0e9d3a7a79cc0cbd164cf3728ded4995a4c26e0ef761f9ff71e6d67338ae
-size 48931
diff --git a/blog/ettin-reranker/mteb_ndcg10_static-retrieval-mrl-en-v1.png b/blog/ettin-reranker/mteb_ndcg10_static-retrieval-mrl-en-v1.png
deleted file mode 100644
index 62c6c732666c071a8510ecfc8dd7393380bb854e..0000000000000000000000000000000000000000
--- a/blog/ettin-reranker/mteb_ndcg10_static-retrieval-mrl-en-v1.png
+++ /dev/null
@@ -1,3 +0,0 @@
-version https://git-lfs.github.com/spec/v1
-oid sha256:82cb9459e2b49c3bee25e90284b060ea0012bbca4d193a88955e9d43b9b372ea
-size 44703
diff --git a/blog/faster-transformers/benchmark-kernels-with-without-1.png b/blog/faster-transformers/benchmark-kernels-with-without-1.png
deleted file mode 100644
index 545160811855e0d2a38fa19b4fd832f54c252b76..0000000000000000000000000000000000000000
--- a/blog/faster-transformers/benchmark-kernels-with-without-1.png
+++ /dev/null
@@ -1,3 +0,0 @@
-version https://git-lfs.github.com/spec/v1
-oid sha256:28d2ee42e92077f2be37376ec91f294de3a458db48f23362bcbbe2cd0454eea7
-size 54649
diff --git a/blog/faster-transformers/benchmark-kernels-with-without.png b/blog/faster-transformers/benchmark-kernels-with-without.png
index e209840c240c09fd2e049396e298099fd3ec6f14..545160811855e0d2a38fa19b4fd832f54c252b76 100644
--- a/blog/faster-transformers/benchmark-kernels-with-without.png
+++ b/blog/faster-transformers/benchmark-kernels-with-without.png
@@ -1,3 +1,3 @@
 version https://git-lfs.github.com/spec/v1
-oid sha256:f79bcf5dd0e4fa1c58e7d7b1fb4b4e571d4eef9c86f3608c979805bba9f26694
-size 38011
+oid sha256:28d2ee42e92077f2be37376ec91f294de3a458db48f23362bcbbe2cd0454eea7
+size 54649
diff --git a/blog/google-cloud/google cloud blogpost title.png b/blog/google-cloud/google cloud blogpost title.png
deleted file mode 100644
index 79050c9c1f41929c21c229b207bc10d5c3aab20d..0000000000000000000000000000000000000000
--- a/blog/google-cloud/google cloud blogpost title.png	
+++ /dev/null
@@ -1,3 +0,0 @@
-version https://git-lfs.github.com/spec/v1
-oid sha256:cd1c602da20849f810ed8e088f3e93a40b2c61248168544745fa6a16759cac20
-size 327987
diff --git a/blog/google-cloud/google-cloud-partnership.png b/blog/google-cloud/google-cloud-partnership.png
deleted file mode 100644
index 7b366e064da12139f9d52f42f5281ecbd5dcf718..0000000000000000000000000000000000000000
--- a/blog/google-cloud/google-cloud-partnership.png
+++ /dev/null
@@ -1,3 +0,0 @@
-version https://git-lfs.github.com/spec/v1
-oid sha256:21ca41d23cc5e422a7954990b24a8e45a4d4d23ae3a466e4a59ea9f2d1be54a0
-size 51802
diff --git a/blog/google-cloud/inference-endpoints-google-cloud.png b/blog/google-cloud/inference-endpoints-google-cloud.png
deleted file mode 100644
index d3827b7ffeebda97a51450c3a3dec19300948b3b..0000000000000000000000000000000000000000
--- a/blog/google-cloud/inference-endpoints-google-cloud.png
+++ /dev/null
@@ -1,3 +0,0 @@
-version https://git-lfs.github.com/spec/v1
-oid sha256:9eca04806560858cd880ea3a9c67cffa1857234e098db760b1d96a6d3bd3024a
-size 170576
diff --git a/blog/google-cloud/mcface-billion-model-served-compressed.png b/blog/google-cloud/mcface-billion-model-served-compressed.png
deleted file mode 100644
index 4903d319693c1a4590f5ade61f4795597912fca2..0000000000000000000000000000000000000000
--- a/blog/google-cloud/mcface-billion-model-served-compressed.png
+++ /dev/null
@@ -1,3 +0,0 @@
-version https://git-lfs.github.com/spec/v1
-oid sha256:d587bc2c39dfbc24310792a9b6f9b86f405f46ddc4feef7223002158648b3d06
-size 360021
diff --git a/blog/gradio-server/text-behind-image-example-image.png b/blog/gradio-server/text-behind-image-example-image.png
deleted file mode 100644
index 8c1553b715dbe312f78c74c455dd4866124d4ffc..0000000000000000000000000000000000000000
--- a/blog/gradio-server/text-behind-image-example-image.png
+++ /dev/null
@@ -1,3 +0,0 @@
-version https://git-lfs.github.com/spec/v1
-oid sha256:31aac27d55b0d68f9b5d44c6f5b3e1fc8af5db7442949ed298be7f67abd42d84
-size 2845066
diff --git a/blog/gradio-server/text-behind-image-example-usage.gif b/blog/gradio-server/text-behind-image-example-usage.gif
deleted file mode 100644
index c98611cee9ab0f31e1d1343743571c98157e0599..0000000000000000000000000000000000000000
--- a/blog/gradio-server/text-behind-image-example-usage.gif
+++ /dev/null
@@ -1,3 +0,0 @@
-version https://git-lfs.github.com/spec/v1
-oid sha256:e157d1cc1800d87555d38420fe1215d77a5dbf05630eda5b0fcbe2715f2641e7
-size 28077053
diff --git a/blog/gradio-server/text-behind-image-for-blog.mp4 b/blog/gradio-server/text-behind-image-for-blog.mp4
deleted file mode 100644
index cf828df3c526966b1d395cfe6f04f569e5ac7f1e..0000000000000000000000000000000000000000
--- a/blog/gradio-server/text-behind-image-for-blog.mp4
+++ /dev/null
@@ -1,3 +0,0 @@
-version https://git-lfs.github.com/spec/v1
-oid sha256:74fa25bbd8a1340c7831a4ef4159c7039f29b72a7a46262f3bf8c39afeadff40
-size 4839529
diff --git a/blog/huggingface-hub-v1/timeline-black.gif b/blog/huggingface-hub-v1/timeline-black.gif
deleted file mode 100644
index ed2d3ba131b2e54d5757407102ef8d5e0f6db953..0000000000000000000000000000000000000000
--- a/blog/huggingface-hub-v1/timeline-black.gif
+++ /dev/null
@@ -1,3 +0,0 @@
-version https://git-lfs.github.com/spec/v1
-oid sha256:fff07fe1f5b9927154303b90da2e0b9113d378f5067e2d1468ae0fba183e1900
-size 353280
diff --git a/blog/huggingface-hub-v1/timeline-white.gif b/blog/huggingface-hub-v1/timeline-white.gif
deleted file mode 100644
index 9994d42b9dab8dc5e894d2e34e0c04a48c891d23..0000000000000000000000000000000000000000
--- a/blog/huggingface-hub-v1/timeline-white.gif
+++ /dev/null
@@ -1,3 +0,0 @@
-version https://git-lfs.github.com/spec/v1
-oid sha256:eab4b389831bced684bba531efe59b3a51b37262913363ae8218e4d4e39e26f4
-size 336749
diff --git a/blog/huggingface-hub-v1/xet_progress.png b/blog/huggingface-hub-v1/xet_progress.png
deleted file mode 100644
index df1b181840baaf174cf439b37285ce4924698f8f..0000000000000000000000000000000000000000
--- a/blog/huggingface-hub-v1/xet_progress.png
+++ /dev/null
@@ -1,3 +0,0 @@
-version https://git-lfs.github.com/spec/v1
-oid sha256:462372c0520e7163d4d539305e9b7206cee036e4332d9b658c83a00437d9d114
-size 57606
diff --git a/blog/moe-transformers/expert_backend.png b/blog/moe-transformers/expert_backend.png
deleted file mode 100644
index 5c0ee6ffd9cc0a88ae155c19dd19d8563d240660..0000000000000000000000000000000000000000
--- a/blog/moe-transformers/expert_backend.png
+++ /dev/null
@@ -1,3 +0,0 @@
-version https://git-lfs.github.com/spec/v1
-oid sha256:57c0ffd28f8c73bde9f95bd08ca87e4b4eebad7a82f2c9f4197bcace15deeb49
-size 227038
diff --git a/blog/moe-transformers/faster_training.png b/blog/moe-transformers/faster_training.png
deleted file mode 100644
index b0f997d2517f055bef8c6297012d47f8cd7ab317..0000000000000000000000000000000000000000
--- a/blog/moe-transformers/faster_training.png
+++ /dev/null
@@ -1,3 +0,0 @@
-version https://git-lfs.github.com/spec/v1
-oid sha256:382daa9c7fd099d51bf9af0851bc53b7e0a51b4233ee9007371591ecb2585d68
-size 253152
diff --git a/blog/moe-transformers/gpt-oss-20-inference.mp4 b/blog/moe-transformers/gpt-oss-20-inference.mp4
deleted file mode 100644
index 7f6f062d1fb1960e8c5d659b21c70b92588d3142..0000000000000000000000000000000000000000
--- a/blog/moe-transformers/gpt-oss-20-inference.mp4
+++ /dev/null
@@ -1,3 +0,0 @@
-version https://git-lfs.github.com/spec/v1
-oid sha256:0a566af79ace5724547e5ee771c3f2f526dce89e8e596f73ac1f18dbcd0b76ac
-size 1015808
diff --git a/blog/moe-transformers/loading_benchmark.png b/blog/moe-transformers/loading_benchmark.png
deleted file mode 100644
index 41c8ee7ada6e961707ba44571bf551a5dc8cedf6..0000000000000000000000000000000000000000
--- a/blog/moe-transformers/loading_benchmark.png
+++ /dev/null
@@ -1,3 +0,0 @@
-version https://git-lfs.github.com/spec/v1
-oid sha256:ba700e245d054cda954ed88ad19a3b0c2b6928d22de349719d7ccb229eed37fb
-size 162052
diff --git a/blog/moe-transformers/moe_2y_timeline.png b/blog/moe-transformers/moe_2y_timeline.png
deleted file mode 100644
index 17b3fcfe8bd730e3475300f9a9521c3ef88dfc32..0000000000000000000000000000000000000000
--- a/blog/moe-transformers/moe_2y_timeline.png
+++ /dev/null
@@ -1,3 +0,0 @@
-version https://git-lfs.github.com/spec/v1
-oid sha256:b855a9a6ae9bfbdadd4300d37f8294b4201e0aebef65a454dd3d61d0a5acb7fb
-size 105650
diff --git a/blog/moe-transformers/moe_routing.png b/blog/moe-transformers/moe_routing.png
deleted file mode 100644
index 4d1ca50f79412fd8fec48392019be4270bde6dfb..0000000000000000000000000000000000000000
Binary files a/blog/moe-transformers/moe_routing.png and /dev/null differ
diff --git a/blog/multimodal-sentence-transformers/vdr_plot.png b/blog/multimodal-sentence-transformers/vdr_plot.png
deleted file mode 100644
index 417036b7c74f955aa8d1f053fb18aaeb57a5219a..0000000000000000000000000000000000000000
--- a/blog/multimodal-sentence-transformers/vdr_plot.png
+++ /dev/null
@@ -1,3 +0,0 @@
-version https://git-lfs.github.com/spec/v1
-oid sha256:0654376243967b9e29ef98a61b534ffef16ebdff53cbe959d86f92c1b6b280ca
-size 101194
diff --git a/blog/multimodal-sentence-transformers/vdr_plot_mrl.png b/blog/multimodal-sentence-transformers/vdr_plot_mrl.png
deleted file mode 100644
index 253e47a7b965654ca629f913b5389bb7bec64d1c..0000000000000000000000000000000000000000
--- a/blog/multimodal-sentence-transformers/vdr_plot_mrl.png
+++ /dev/null
@@ -1,3 +0,0 @@
-version https://git-lfs.github.com/spec/v1
-oid sha256:3a335a297b7912ed008c0906774f6af0c6e620c84e7c076f72cbb06bd699414c
-size 108385
diff --git a/blog/nvidia-reachy-mini/.gitkeep b/blog/nvidia-reachy-mini/.gitkeep
deleted file mode 100644
index e69de29bb2d1d6434b8b29ae775ad8c2e48c5391..0000000000000000000000000000000000000000
diff --git a/blog/nvidia-reachy-mini/new_thumbnail.png b/blog/nvidia-reachy-mini/new_thumbnail.png
deleted file mode 100644
index 99eb802dba2a6623906deeb5e3d3e99f0c10fb75..0000000000000000000000000000000000000000
--- a/blog/nvidia-reachy-mini/new_thumbnail.png
+++ /dev/null
@@ -1,3 +0,0 @@
-version https://git-lfs.github.com/spec/v1
-oid sha256:a5e30b1bd5659b7793ba380337403387e6ae6e035a7ac48237b3ba876c80aa09
-size 1373329
diff --git a/blog/nvidia-reachy-mini/nvidia ces keynote - reachy demo.mp4 b/blog/nvidia-reachy-mini/nvidia ces keynote - reachy demo.mp4
deleted file mode 100644
index 25bdb62e8a00863d4ecd53d663f8649c6b0bbb07..0000000000000000000000000000000000000000
--- a/blog/nvidia-reachy-mini/nvidia ces keynote - reachy demo.mp4	
+++ /dev/null
@@ -1,3 +0,0 @@
-version https://git-lfs.github.com/spec/v1
-oid sha256:75c69a5264f0dca596be762cc468527d50899f952f994568162c63fc4ce2ff2d
-size 75072577
diff --git a/blog/nvidia-reachy-mini/nvidia-reachy-mini-compressed.png b/blog/nvidia-reachy-mini/nvidia-reachy-mini-compressed.png
deleted file mode 100644
index da99df38071d68b0a733822f78077213077d041a..0000000000000000000000000000000000000000
--- a/blog/nvidia-reachy-mini/nvidia-reachy-mini-compressed.png
+++ /dev/null
@@ -1,3 +0,0 @@
-version https://git-lfs.github.com/spec/v1
-oid sha256:5de29acf957cee20ca7bae1244c287b6cbe0e8d4afdd274e8a7923197acc70ce
-size 55570
diff --git a/blog/nvidia-reachy-mini/reachy-mini-dgx-spark.png b/blog/nvidia-reachy-mini/reachy-mini-dgx-spark.png
deleted file mode 100644
index c94a63052e7ea5c94d6005b1149d4cb25c1038a4..0000000000000000000000000000000000000000
--- a/blog/nvidia-reachy-mini/reachy-mini-dgx-spark.png
+++ /dev/null
@@ -1,3 +0,0 @@
-version https://git-lfs.github.com/spec/v1
-oid sha256:b3a014b6986aa46ec253ed8c9f2f646d3fcba1e0823ae75df9035f2375bf01be
-size 293651
diff --git a/blog/ocr/IE.png b/blog/ocr/IE.png
deleted file mode 100644
index 69ec6f406b9faa200edbb58a5ecb414f8f4590d6..0000000000000000000000000000000000000000
--- a/blog/ocr/IE.png
+++ /dev/null
@@ -1,3 +0,0 @@
-version https://git-lfs.github.com/spec/v1
-oid sha256:9283bef281ec88bc4e1f97c0af2c4e3f3ca1d6e9239c54ef340cc1c112748851
-size 628771
diff --git a/blog/ocr/IE2.png b/blog/ocr/IE2.png
deleted file mode 100644
index 8d6d82386c61b39b9af4d030856fbb76185a44b5..0000000000000000000000000000000000000000
--- a/blog/ocr/IE2.png
+++ /dev/null
@@ -1,3 +0,0 @@
-version https://git-lfs.github.com/spec/v1
-oid sha256:c80157eaba20fbc071ab2e30a1088154690bc67e4519f7452dcefa91612307a7
-size 478012
diff --git a/blog/ocr/chart-rendering.png b/blog/ocr/chart-rendering.png
deleted file mode 100644
index 7f9f8619b22353d40457b73c3e8e34cf43007489..0000000000000000000000000000000000000000
--- a/blog/ocr/chart-rendering.png
+++ /dev/null
@@ -1,3 +0,0 @@
-version https://git-lfs.github.com/spec/v1
-oid sha256:cfb8c90ce942ee3d44e37bc528f3403b805434db799cbc1f0b8f3ed93c4f886d
-size 152273
diff --git a/blog/ocr/doctags_v2.png b/blog/ocr/doctags_v2.png
deleted file mode 100644
index 01201b86ac193990e0b7133345803a84379c4e71..0000000000000000000000000000000000000000
--- a/blog/ocr/doctags_v2.png
+++ /dev/null
@@ -1,3 +0,0 @@
-version https://git-lfs.github.com/spec/v1
-oid sha256:e619f976e5a595c5d794bbb446be7bdc71bb94a391e1ebf6b768164039d438b4
-size 1010016
diff --git a/blog/ocr/table-rendering.png b/blog/ocr/table-rendering.png
deleted file mode 100644
index 60c7d633fc3ee390e8b7626ccbd29e7bd3caa8ab..0000000000000000000000000000000000000000
--- a/blog/ocr/table-rendering.png
+++ /dev/null
@@ -1,3 +0,0 @@
-version https://git-lfs.github.com/spec/v1
-oid sha256:27678e52b26d12bfcbe6df2dada31a52958485901bf0d9d142c60edb16c1ec8e
-size 209154
diff --git a/blog/open_asr_leaderboard/acronym.wav b/blog/open_asr_leaderboard/acronym.wav
deleted file mode 100644
index e0b454e383f68cc7bc9d02c002f4a7a36697edee..0000000000000000000000000000000000000000
--- a/blog/open_asr_leaderboard/acronym.wav
+++ /dev/null
@@ -1,3 +0,0 @@
-version https://git-lfs.github.com/spec/v1
-oid sha256:d63061709a8a35daef4336d438e513f68ca7e9087907a6cb72d9e6b9a2f6472d
-size 120718
diff --git a/blog/open_asr_leaderboard/conv.wav b/blog/open_asr_leaderboard/conv.wav
deleted file mode 100644
index a5a7766da28f00a68cec309b3408221dc9dc07da..0000000000000000000000000000000000000000
--- a/blog/open_asr_leaderboard/conv.wav
+++ /dev/null
@@ -1,3 +0,0 @@
-version https://git-lfs.github.com/spec/v1
-oid sha256:9e27a18830d59a583e61f1badccd5a8a77e82feef15f1d39814933a8e940c0d6
-size 143660
diff --git a/blog/open_asr_leaderboard/dataset_leaderboard.png b/blog/open_asr_leaderboard/dataset_leaderboard.png
deleted file mode 100644
index b5732ee07460a66f0b1b14fb5ccdb80daf206e33..0000000000000000000000000000000000000000
--- a/blog/open_asr_leaderboard/dataset_leaderboard.png
+++ /dev/null
@@ -1,3 +0,0 @@
-version https://git-lfs.github.com/spec/v1
-oid sha256:bde639070ed58519d786b36ff1a5ee6fd6a0aae3f0b0865057da6d3b263fe560
-size 152109
diff --git a/blog/open_asr_leaderboard/discluency.wav b/blog/open_asr_leaderboard/discluency.wav
deleted file mode 100644
index 68261af3187f7c8d8911dbc15b50350cf93904bd..0000000000000000000000000000000000000000
--- a/blog/open_asr_leaderboard/discluency.wav
+++ /dev/null
@@ -1,3 +0,0 @@
-version https://git-lfs.github.com/spec/v1
-oid sha256:b872da504c929c227f9c755a21802624358b2ae10b8d6339fdde572232a97a5c
-size 84366
diff --git a/blog/open_asr_leaderboard/leaderboard_RTX.png b/blog/open_asr_leaderboard/leaderboard_RTX.png
deleted file mode 100644
index 1ae6dcd534580d393bb8c951d2184c1d89acd921..0000000000000000000000000000000000000000
--- a/blog/open_asr_leaderboard/leaderboard_RTX.png
+++ /dev/null
@@ -1,3 +0,0 @@
-version https://git-lfs.github.com/spec/v1
-oid sha256:f01541ef982e93abc2413ff562d7baeb297a4b2bc78327a8f95d4d43727fea2d
-size 377662
diff --git a/blog/open_asr_leaderboard/leaderboard_WER.png b/blog/open_asr_leaderboard/leaderboard_WER.png
deleted file mode 100644
index fdbdb7d3cffd8424167f95fe516ab1fceb7c3253..0000000000000000000000000000000000000000
--- a/blog/open_asr_leaderboard/leaderboard_WER.png
+++ /dev/null
@@ -1,3 +0,0 @@
-version https://git-lfs.github.com/spec/v1
-oid sha256:dfd8da11a9a4938b2112d42ab7ab863ffa7e47b8e70243575b70b6dcd2962e71
-size 368557
diff --git a/blog/open_asr_leaderboard/leaderboard_stats_may_2026.png b/blog/open_asr_leaderboard/leaderboard_stats_may_2026.png
deleted file mode 100644
index 1fcca12468144ef8815f17e4ffbd03720e5e7de0..0000000000000000000000000000000000000000
--- a/blog/open_asr_leaderboard/leaderboard_stats_may_2026.png
+++ /dev/null
@@ -1,3 +0,0 @@
-version https://git-lfs.github.com/spec/v1
-oid sha256:117c346761a777ef21136683b4ea9d774ec2941482598a5bf9b428539aedd5d2
-size 57229
diff --git a/blog/open_asr_leaderboard/long_form.png b/blog/open_asr_leaderboard/long_form.png
deleted file mode 100644
index aa35abde199d46dcbdc4311e1addf6a9f51f015d..0000000000000000000000000000000000000000
--- a/blog/open_asr_leaderboard/long_form.png
+++ /dev/null
@@ -1,3 +0,0 @@
-version https://git-lfs.github.com/spec/v1
-oid sha256:b602a654a8dfc11616f5bd33fde4b8e4c8e3d5015bd360f65a1f706f6f908337
-size 278120
diff --git a/blog/open_asr_leaderboard/multilingual.png b/blog/open_asr_leaderboard/multilingual.png
deleted file mode 100644
index c9d67d3c4fa0d8ac10520306371d2a7336a4c4d8..0000000000000000000000000000000000000000
--- a/blog/open_asr_leaderboard/multilingual.png
+++ /dev/null
@@ -1,3 +0,0 @@
-version https://git-lfs.github.com/spec/v1
-oid sha256:3aa106c7e8e14ca632a659e340b85a10f31cfacea80f5f41335347c0743b7061
-size 319876
diff --git a/blog/open_asr_leaderboard/private_off.png b/blog/open_asr_leaderboard/private_off.png
deleted file mode 100644
index c26f308d6554f8a1fc98b9c506877459337a9d05..0000000000000000000000000000000000000000
--- a/blog/open_asr_leaderboard/private_off.png
+++ /dev/null
@@ -1,3 +0,0 @@
-version https://git-lfs.github.com/spec/v1
-oid sha256:d5ade6907350e632dbaa9e2bdf2c3c303a90789d0ee600e901ca64277d27a89f
-size 510778
diff --git a/blog/open_asr_leaderboard/private_on.png b/blog/open_asr_leaderboard/private_on.png
deleted file mode 100644
index 58fb5c19ffdffd37c7cf0693b56dd070663f5e31..0000000000000000000000000000000000000000
--- a/blog/open_asr_leaderboard/private_on.png
+++ /dev/null
@@ -1,3 +0,0 @@
-version https://git-lfs.github.com/spec/v1
-oid sha256:732f1e4be9faa8b0dd6877036b562a51b953e6dd9a4d8c9ec0714e51499a6b61
-size 467573
diff --git a/blog/open_asr_leaderboard/private_tab.png b/blog/open_asr_leaderboard/private_tab.png
deleted file mode 100644
index fccd020d4acec58b0471d67222a9c882408026d5..0000000000000000000000000000000000000000
--- a/blog/open_asr_leaderboard/private_tab.png
+++ /dev/null
@@ -1,3 +0,0 @@
-version https://git-lfs.github.com/spec/v1
-oid sha256:8b3069cd9961080183f47345b539b246486fbc5f68e550ecf2c6983398eee482
-size 426296
diff --git a/blog/open_asr_leaderboard/proper_noun.wav b/blog/open_asr_leaderboard/proper_noun.wav
deleted file mode 100644
index 2ab65ca13a4d747e7a75d19e94daac9be1615c7b..0000000000000000000000000000000000000000
--- a/blog/open_asr_leaderboard/proper_noun.wav
+++ /dev/null
@@ -1,3 +0,0 @@
-version https://git-lfs.github.com/spec/v1
-oid sha256:df5cc89a2da1871760bc01f52327019bac65051178a3852e116d6b443995d0c2
-size 191372
diff --git a/blog/open_asr_leaderboard/thumbnail.png b/blog/open_asr_leaderboard/thumbnail.png
deleted file mode 100644
index 346a9f2d87209af7f6bbe34c1a9b3df2e62f0950..0000000000000000000000000000000000000000
--- a/blog/open_asr_leaderboard/thumbnail.png
+++ /dev/null
@@ -1,3 +0,0 @@
-version https://git-lfs.github.com/spec/v1
-oid sha256:40f77f77016171de941c398aa82127394f41d23637bf8ba059dad97a45b4943e
-size 114208
diff --git a/blog/openai-privacy-filter-web-apps/doc-pii-explorer-small.gif b/blog/openai-privacy-filter-web-apps/doc-pii-explorer-small.gif
deleted file mode 100644
index 4659376946799782b234ad311c03ec10a38f64ef..0000000000000000000000000000000000000000
--- a/blog/openai-privacy-filter-web-apps/doc-pii-explorer-small.gif
+++ /dev/null
@@ -1,3 +0,0 @@
-version https://git-lfs.github.com/spec/v1
-oid sha256:ae9722ffe92663a00347b77dd2ef423f217e5ccafa4cca42f50b0771df23bf0c
-size 8306714
diff --git a/blog/openai-privacy-filter-web-apps/doc-pii-explorer.mp4 b/blog/openai-privacy-filter-web-apps/doc-pii-explorer.mp4
deleted file mode 100644
index 3178b8300f9ea651ef710de3d16bffb5964f2469..0000000000000000000000000000000000000000
--- a/blog/openai-privacy-filter-web-apps/doc-pii-explorer.mp4
+++ /dev/null
@@ -1,3 +0,0 @@
-version https://git-lfs.github.com/spec/v1
-oid sha256:392b2eccbfd9fb783df86192df2f8ec6f5f9dfe0dbf1529033fbb5733c27ccb2
-size 4541799
diff --git a/blog/openai-privacy-filter-web-apps/image-pii-redact.gif b/blog/openai-privacy-filter-web-apps/image-pii-redact.gif
deleted file mode 100644
index 804e81ea136d37f4d340e026c766709ca7b42620..0000000000000000000000000000000000000000
--- a/blog/openai-privacy-filter-web-apps/image-pii-redact.gif
+++ /dev/null
@@ -1,3 +0,0 @@
-version https://git-lfs.github.com/spec/v1
-oid sha256:6ee882adc9ed8232eab22522600941412f631aa08727302531f3add539b45035
-size 27330667
diff --git a/blog/openai-privacy-filter-web-apps/image-pii-redact.mp4 b/blog/openai-privacy-filter-web-apps/image-pii-redact.mp4
deleted file mode 100644
index 80a7f448460c2bb46ee7531815015e1cc8c97955..0000000000000000000000000000000000000000
--- a/blog/openai-privacy-filter-web-apps/image-pii-redact.mp4
+++ /dev/null
@@ -1,3 +0,0 @@
-version https://git-lfs.github.com/spec/v1
-oid sha256:146b1ebc8f56f74d113b6b799ec8879a64a889ea6412161f53e1059d5ffeddd7
-size 7134251
diff --git a/blog/openai-privacy-filter-web-apps/smartredact-paste .gif b/blog/openai-privacy-filter-web-apps/smartredact-paste .gif
deleted file mode 100644
index bacbe058f15133d29f0981e02c46ae637df3bc62..0000000000000000000000000000000000000000
--- a/blog/openai-privacy-filter-web-apps/smartredact-paste .gif	
+++ /dev/null
@@ -1,3 +0,0 @@
-version https://git-lfs.github.com/spec/v1
-oid sha256:724e8a4d4841bca130a63216d63cc2b4000f66d531f05f31697d747df875b4c4
-size 211941958
diff --git a/blog/openai-privacy-filter-web-apps/smartredact-paste.mp4 b/blog/openai-privacy-filter-web-apps/smartredact-paste.mp4
deleted file mode 100644
index 70e920e3c9df37bede4bd9231081446357d05c6a..0000000000000000000000000000000000000000
--- a/blog/openai-privacy-filter-web-apps/smartredact-paste.mp4
+++ /dev/null
@@ -1,3 +0,0 @@
-version https://git-lfs.github.com/spec/v1
-oid sha256:27fcecb100689a117cd80ecc44826687b118850ebf8361dd9ad5e141f0a4861f
-size 43351806
diff --git a/blog/openenv/.gitkeep b/blog/openenv/.gitkeep
deleted file mode 100644
index e69de29bb2d1d6434b8b29ae775ad8c2e48c5391..0000000000000000000000000000000000000000
diff --git a/blog/openenv/rl-stack.png b/blog/openenv/rl-stack.png
deleted file mode 100644
index cb4cb6c5df7ee029ee0d16689723ad230dd0da93..0000000000000000000000000000000000000000
--- a/blog/openenv/rl-stack.png
+++ /dev/null
@@ -1,3 +0,0 @@
-version https://git-lfs.github.com/spec/v1
-oid sha256:47357509236aaec03e3bd4538330380c71704ef1eefe16e162bcd2189bbdc5e7
-size 137314
diff --git a/blog/overworld-waypoint.gif b/blog/overworld-waypoint.gif
deleted file mode 100644
index 1e5c03a7c15c789fa27198a7eb81ed722be6c346..0000000000000000000000000000000000000000
--- a/blog/overworld-waypoint.gif
+++ /dev/null
@@ -1,3 +0,0 @@
-version https://git-lfs.github.com/spec/v1
-oid sha256:d05c41a887578fbfb18414b67967da658fc88733cb4c12242418c36525f29cb8
-size 5341807
diff --git a/blog/rapidfireai_intro/gantt-2gpu.png b/blog/rapidfireai_intro/gantt-2gpu.png
deleted file mode 100644
index 1aed9c47ff9a73394f3ecc160c97182af0a56fc5..0000000000000000000000000000000000000000
--- a/blog/rapidfireai_intro/gantt-2gpu.png
+++ /dev/null
@@ -1,3 +0,0 @@
-version https://git-lfs.github.com/spec/v1
-oid sha256:303bd3bcb76ceccc839b8ad81bb11a4676996e0d88f60f13d40c407bdfeda55f
-size 284871
diff --git a/blog/rapidfireai_intro/icop-clone.png b/blog/rapidfireai_intro/icop-clone.png
deleted file mode 100644
index 856ffa95c56945cc6713348a61c580e6b8b76598..0000000000000000000000000000000000000000
--- a/blog/rapidfireai_intro/icop-clone.png
+++ /dev/null
@@ -1,3 +0,0 @@
-version https://git-lfs.github.com/spec/v1
-oid sha256:9d31cd1099c572fbc714bd45cd9f975ddb7bc336293e98ada83a6cb73464d838
-size 314969
diff --git a/blog/rapidfireai_intro/rf-usage.png b/blog/rapidfireai_intro/rf-usage.png
deleted file mode 100644
index 15f0dece9dea66daacc06b1693ce776a8bd311c3..0000000000000000000000000000000000000000
--- a/blog/rapidfireai_intro/rf-usage.png
+++ /dev/null
@@ -1,3 +0,0 @@
-version https://git-lfs.github.com/spec/v1
-oid sha256:b060bca976e370a67657b04162fc71e55a158e8dfebd264cc30fb202e90783f8
-size 854732
diff --git a/blog/riskrubric/RiskRubric.png b/blog/riskrubric/RiskRubric.png
deleted file mode 100644
index 43d5336d7fc2eb9ece7f42e43a536b7c85d4979c..0000000000000000000000000000000000000000
--- a/blog/riskrubric/RiskRubric.png
+++ /dev/null
@@ -1,3 +0,0 @@
-version https://git-lfs.github.com/spec/v1
-oid sha256:a7d2e7673ef49b03c9671e9e4ceb72ddc46ddb35f2f6a2adbf5f111ea6a7c583
-size 3900
diff --git a/blog/riskrubric/Safety.png b/blog/riskrubric/Safety.png
deleted file mode 100644
index 29caf3132456656c895058ee66f0cabfb14c8e42..0000000000000000000000000000000000000000
--- a/blog/riskrubric/Safety.png
+++ /dev/null
@@ -1,3 +0,0 @@
-version https://git-lfs.github.com/spec/v1
-oid sha256:fbc4de54d39dbc55bbf81f392b6adff6876901863a76d7534295ca629246f0a9
-size 3491
diff --git a/blog/rteb/mteb-zero-shot-models.png b/blog/rteb/mteb-zero-shot-models.png
deleted file mode 100644
index 6245f1bee39dab55bc405052196f79f7937e6271..0000000000000000000000000000000000000000
--- a/blog/rteb/mteb-zero-shot-models.png
+++ /dev/null
@@ -1,3 +0,0 @@
-version https://git-lfs.github.com/spec/v1
-oid sha256:2bf06ada654316aeda1eddc53230503f213f1203ed757d706c1d67bba466bfa9
-size 314519
diff --git a/blog/rteb/rteb-public-vs-closed.png b/blog/rteb/rteb-public-vs-closed.png
deleted file mode 100644
index 4764446e745fe5491b0f6e424e6f637d7b94e68a..0000000000000000000000000000000000000000
--- a/blog/rteb/rteb-public-vs-closed.png
+++ /dev/null
@@ -1,3 +0,0 @@
-version https://git-lfs.github.com/spec/v1
-oid sha256:112a0bf988dcb23aeae80261ea498862813c7492cb6322eb711a8cdf1c6fa4a5
-size 216902
diff --git a/blog/swift-transformers/mlx-vlm-examples-birds.jpg b/blog/swift-transformers/mlx-vlm-examples-birds.jpg
deleted file mode 100644
index 9b1fc8351497976e2f8847a2807198194d6a2424..0000000000000000000000000000000000000000
--- a/blog/swift-transformers/mlx-vlm-examples-birds.jpg
+++ /dev/null
@@ -1,3 +0,0 @@
-version https://git-lfs.github.com/spec/v1
-oid sha256:8210e585c609c0c132d5b20d501e0e06627b9053a8e220ba19a525e40711dbdc
-size 302998
diff --git a/blog/tokenizers/hierarchy.png b/blog/tokenizers/hierarchy.png
deleted file mode 100644
index 2e95c0295e64587e8ceb52e1a01b4eba1b6e57ea..0000000000000000000000000000000000000000
--- a/blog/tokenizers/hierarchy.png
+++ /dev/null
@@ -1,3 +0,0 @@
-version https://git-lfs.github.com/spec/v1
-oid sha256:cbeb273ed449e458fa22f5ababf5931a760bcc620ca57141d1b80c01f73a27cd
-size 757388
diff --git a/blog/tokenizers/thumbnail.png b/blog/tokenizers/thumbnail.png
deleted file mode 100644
index d42c1cfe885e2905de5e9aebbb7e2d4d5a8bf0ab..0000000000000000000000000000000000000000
--- a/blog/tokenizers/thumbnail.png
+++ /dev/null
@@ -1,3 +0,0 @@
-version https://git-lfs.github.com/spec/v1
-oid sha256:2e861a70ec767e23a9d28c1734fe54fa687f68fb755e4c9b7c33ba2018a59388
-size 85880
diff --git a/blog/tokenizers/v4-llama.png b/blog/tokenizers/v4-llama.png
deleted file mode 100644
index 7e1da12091ae7f3a40af8a9776e366e5415262c4..0000000000000000000000000000000000000000
--- a/blog/tokenizers/v4-llama.png
+++ /dev/null
@@ -1,3 +0,0 @@
-version https://git-lfs.github.com/spec/v1
-oid sha256:63eedcabdb64d1e8fb054e5f7ef5c2e21dcc9336f381fdbaa3695442f8cb6873
-size 171196
diff --git a/blog/tokenizers/v5-llama.png b/blog/tokenizers/v5-llama.png
deleted file mode 100644
index 7b3514513de9186b15008e6a0133c81d639191cc..0000000000000000000000000000000000000000
--- a/blog/tokenizers/v5-llama.png
+++ /dev/null
@@ -1,3 +0,0 @@
-version https://git-lfs.github.com/spec/v1
-oid sha256:b569cf8a389d792213bd3fad4bb0d260d1d5ef2bce532350b578af4ab1691189
-size 176657
diff --git a/blog/torch-profiler/20-iters-kernels.png b/blog/torch-profiler/20-iters-kernels.png
deleted file mode 100644
index b1a0f3229cfd47ae2682201e4ec0baaba39594c0..0000000000000000000000000000000000000000
--- a/blog/torch-profiler/20-iters-kernels.png
+++ /dev/null
@@ -1,3 +0,0 @@
-version https://git-lfs.github.com/spec/v1
-oid sha256:7bae5152b1e7925668722d0b0a27814ae6897b919f236f77b533613153fa1654
-size 143163
diff --git a/blog/torch-profiler/20-iters.png b/blog/torch-profiler/20-iters.png
deleted file mode 100644
index 50a3d43cdd4569dcc5ae6fbd1842511148ae630d..0000000000000000000000000000000000000000
--- a/blog/torch-profiler/20-iters.png
+++ /dev/null
@@ -1,3 +0,0 @@
-version https://git-lfs.github.com/spec/v1
-oid sha256:eb52b9ad15f433d6ada3e44d4d798e7306b908b981ee50fc3e0e09d56f34b26e
-size 157837
diff --git a/blog/torch-profiler/64-matmul-add.png b/blog/torch-profiler/64-matmul-add.png
deleted file mode 100644
index b5889fdc6111f69724cb53fb679475e66ebdef5f..0000000000000000000000000000000000000000
--- a/blog/torch-profiler/64-matmul-add.png
+++ /dev/null
@@ -1,3 +0,0 @@
-version https://git-lfs.github.com/spec/v1
-oid sha256:6845053179bdd4ee39a72f7759a7643dd5da90d9fdc88d2868889cab32e4df29
-size 97148
diff --git a/blog/torch-profiler/add-footprint.png b/blog/torch-profiler/add-footprint.png
deleted file mode 100644
index 52e11c586b298773dff5f45b6d53bdbc919c4ae0..0000000000000000000000000000000000000000
--- a/blog/torch-profiler/add-footprint.png
+++ /dev/null
@@ -1,3 +0,0 @@
-version https://git-lfs.github.com/spec/v1
-oid sha256:601540d67c5bdf4d0deb8cfacdd61a6d51072d89dd6c589d74270681e143046c
-size 298765
diff --git a/blog/torch-profiler/bmm.png b/blog/torch-profiler/bmm.png
deleted file mode 100644
index fd2e8e52f8f5e2b374afbbd2234580832a9e9863..0000000000000000000000000000000000000000
--- a/blog/torch-profiler/bmm.png
+++ /dev/null
@@ -1,3 +0,0 @@
-version https://git-lfs.github.com/spec/v1
-oid sha256:2d04ee5c0decd88f68a44605970138ed6ca60cdfad9a6fd2fe4edee6ab265fc1
-size 118232
diff --git a/blog/torch-profiler/compilation-region.png b/blog/torch-profiler/compilation-region.png
deleted file mode 100644
index 4e281e30fcdfee2765ea8a821e8ab3ac1a6f1970..0000000000000000000000000000000000000000
--- a/blog/torch-profiler/compilation-region.png
+++ /dev/null
@@ -1,3 +0,0 @@
-version https://git-lfs.github.com/spec/v1
-oid sha256:1bed8baa04ed66c5c4487582f5b73df7ad81643d5e4a49019c71dcdde4a168e1
-size 1588638
diff --git a/blog/torch-profiler/cpu-nests.png b/blog/torch-profiler/cpu-nests.png
deleted file mode 100644
index fe3df108cb95455cedad2bd1977482d88c299905..0000000000000000000000000000000000000000
--- a/blog/torch-profiler/cpu-nests.png
+++ /dev/null
@@ -1,3 +0,0 @@
-version https://git-lfs.github.com/spec/v1
-oid sha256:4d353ca4638dee3715d725f5cbd42e5a0d06d8572b6ea7120953220ccce3c8f7
-size 110078
diff --git a/blog/torch-profiler/cudaoccupancy.png b/blog/torch-profiler/cudaoccupancy.png
deleted file mode 100644
index cae47359f39d08687c9a076582b50bc67df513a4..0000000000000000000000000000000000000000
--- a/blog/torch-profiler/cudaoccupancy.png
+++ /dev/null
@@ -1,3 +0,0 @@
-version https://git-lfs.github.com/spec/v1
-oid sha256:772827452b0a2e692b7597ccdf085a230e35da89c9ec43aa4baaeb5bd96581b0
-size 1103644
diff --git a/blog/torch-profiler/full-profile.png b/blog/torch-profiler/full-profile.png
deleted file mode 100644
index 13c772a1da419d650de8e9b7b5fa53b4c4bdca46..0000000000000000000000000000000000000000
--- a/blog/torch-profiler/full-profile.png
+++ /dev/null
@@ -1,3 +0,0 @@
-version https://git-lfs.github.com/spec/v1
-oid sha256:60ff5638591e25f3a56838e44e6913c12c5324fb3b108d9eccd1940065a762d1
-size 140098
diff --git a/blog/torch-profiler/fused-ops.png b/blog/torch-profiler/fused-ops.png
deleted file mode 100644
index 3caba8f10e23e1373085c474bd13291f2fc47af9..0000000000000000000000000000000000000000
--- a/blog/torch-profiler/fused-ops.png
+++ /dev/null
@@ -1,3 +0,0 @@
-version https://git-lfs.github.com/spec/v1
-oid sha256:3cafb2a12da138a4722c8af9cb981592f64c6d819501faf901f977298f2121f5
-size 1397845
diff --git a/blog/torch-profiler/gap-227.png b/blog/torch-profiler/gap-227.png
deleted file mode 100644
index 2a9014ee1935f91d0d262e698869874e8d581423..0000000000000000000000000000000000000000
--- a/blog/torch-profiler/gap-227.png
+++ /dev/null
@@ -1,3 +0,0 @@
-version https://git-lfs.github.com/spec/v1
-oid sha256:575e16be829b5b1459f97c8b07b209b85442dc84e64ff167d66b42dc87cfb6a7
-size 141190
diff --git a/blog/torch-profiler/gap-bw-kernel-launch.png b/blog/torch-profiler/gap-bw-kernel-launch.png
deleted file mode 100644
index 83038d8684258f16851eae5463c5739a09da8e70..0000000000000000000000000000000000000000
--- a/blog/torch-profiler/gap-bw-kernel-launch.png
+++ /dev/null
@@ -1,3 +0,0 @@
-version https://git-lfs.github.com/spec/v1
-oid sha256:a4350641cf255b6e446ae2175e7df85e8f1c06c4c909cef8514423de74c9b6fc
-size 146943
diff --git a/blog/torch-profiler/gpu-cpu-trace.png b/blog/torch-profiler/gpu-cpu-trace.png
deleted file mode 100644
index ae9cef644c029fcf8f03da0387ea39236dfe8fe3..0000000000000000000000000000000000000000
--- a/blog/torch-profiler/gpu-cpu-trace.png
+++ /dev/null
@@ -1,3 +0,0 @@
-version https://git-lfs.github.com/spec/v1
-oid sha256:ad71da11a277c6a62c1a18fd30995472b7dc611dbef1b73454e3c72e34701382
-size 1300946
diff --git a/blog/torch-profiler/kernel-time.png b/blog/torch-profiler/kernel-time.png
deleted file mode 100644
index d05c3fe338e437a83836042500aae6310ec8bed8..0000000000000000000000000000000000000000
--- a/blog/torch-profiler/kernel-time.png
+++ /dev/null
@@ -1,3 +0,0 @@
-version https://git-lfs.github.com/spec/v1
-oid sha256:d444dd3bd71c19f128c4c8a2634dd3e7674ad5647b8bde148a54ec1c70dac732
-size 1978076
diff --git a/blog/torch-profiler/mat-add-gap.png b/blog/torch-profiler/mat-add-gap.png
deleted file mode 100644
index 8724ec87e56078c8ccf696231dcede19336dac75..0000000000000000000000000000000000000000
--- a/blog/torch-profiler/mat-add-gap.png
+++ /dev/null
@@ -1,3 +0,0 @@
-version https://git-lfs.github.com/spec/v1
-oid sha256:7d772501efda38d7c6da1141f5639525c02b6561479b4fcb08e8a3d9b1aa9656
-size 158072
diff --git a/blog/torch-profiler/matmul-footprint.png b/blog/torch-profiler/matmul-footprint.png
deleted file mode 100644
index eaa8afcc739b098bb1696252d5260eac738bcfe8..0000000000000000000000000000000000000000
--- a/blog/torch-profiler/matmul-footprint.png
+++ /dev/null
@@ -1,3 +0,0 @@
-version https://git-lfs.github.com/spec/v1
-oid sha256:1e03bdc762a174065f873a71cd94aa5e3e93c6157d217d4cd2351c0993335c02
-size 284956
diff --git a/blog/torch-profiler/memcpy.png b/blog/torch-profiler/memcpy.png
deleted file mode 100644
index 4fdf0ef72e619abfd3d0601a96f1778eb6724800..0000000000000000000000000000000000000000
--- a/blog/torch-profiler/memcpy.png
+++ /dev/null
@@ -1,3 +0,0 @@
-version https://git-lfs.github.com/spec/v1
-oid sha256:d8de3c2c3eb084e25d67ee642de592feeb4b0feebc2e08211248d18fee127dc3
-size 1586975
diff --git a/blog/torch-profiler/warmup.png b/blog/torch-profiler/warmup.png
deleted file mode 100644
index 21a9cdb2adca39891d8931bd14878c1cb44d4aed..0000000000000000000000000000000000000000
--- a/blog/torch-profiler/warmup.png
+++ /dev/null
@@ -1,3 +0,0 @@
-version https://git-lfs.github.com/spec/v1
-oid sha256:541421f5d580f713d45df7cf696fc299292de35d8f4ebdc7daa61978bba6011d
-size 79118
diff --git a/blog/torch-profiler/why-is-step-2-big.png b/blog/torch-profiler/why-is-step-2-big.png
deleted file mode 100644
index a585c0058d5d4756e59c723d713ed66bce8211c5..0000000000000000000000000000000000000000
--- a/blog/torch-profiler/why-is-step-2-big.png
+++ /dev/null
@@ -1,3 +0,0 @@
-version https://git-lfs.github.com/spec/v1
-oid sha256:2e6b14bf24749b5823b085ba6023418dcf5acaeabab45ceb39c73fb4d5584310
-size 1366867
diff --git a/blog/transformers-to-mlx/app-store-chart.jpg b/blog/transformers-to-mlx/app-store-chart.jpg
deleted file mode 100644
index 0f45ca888c2a9908772a61c3bc257cf00523f485..0000000000000000000000000000000000000000
--- a/blog/transformers-to-mlx/app-store-chart.jpg
+++ /dev/null
@@ -1,3 +0,0 @@
-version https://git-lfs.github.com/spec/v1
-oid sha256:4c92843e5307c38a8400876db361295fe0e327574b1f281b10a7f77ba23a8f9f
-size 92855
diff --git a/blog/transformers-to-mlx/clem-on-ai-slop.png b/blog/transformers-to-mlx/clem-on-ai-slop.png
deleted file mode 100644
index f44d91c39ef5ffce67bd1b32d439f5fb075dd06b..0000000000000000000000000000000000000000
--- a/blog/transformers-to-mlx/clem-on-ai-slop.png
+++ /dev/null
@@ -1,3 +0,0 @@
-version https://git-lfs.github.com/spec/v1
-oid sha256:1eb10973f2f3013b0c0e58c17a67eb6fe8868e2c22d0efe0b0290a27a4370ef8
-size 268741
diff --git a/blog/transformers-to-mlx/rope.png b/blog/transformers-to-mlx/rope.png
deleted file mode 100644
index 0b916921affcea2e39d7fd3d18a90e45d5b7e711..0000000000000000000000000000000000000000
--- a/blog/transformers-to-mlx/rope.png
+++ /dev/null
@@ -1,3 +0,0 @@
-version https://git-lfs.github.com/spec/v1
-oid sha256:c33f8d5ebe7c1f4a36ae6bac36b58f6c7b1f40ae8cefab449e089fa651aef5fe
-size 81289
diff --git a/blog/transformers-to-mlx/transformers-thumbnail.png b/blog/transformers-to-mlx/transformers-thumbnail.png
deleted file mode 100644
index b9eefd4626cd1de3803f5bdfe9b462028322e804..0000000000000000000000000000000000000000
--- a/blog/transformers-to-mlx/transformers-thumbnail.png
+++ /dev/null
@@ -1,3 +0,0 @@
-version https://git-lfs.github.com/spec/v1
-oid sha256:820f48a75f1819288c379a6550b3a3d79727c0678b2a83b22af745c1b02d9a54
-size 524323
diff --git a/blog/trl-v1/async-grpo.png b/blog/trl-v1/async-grpo.png
deleted file mode 100644
index 66d5cc78a1dfb2966bc7edb5e6493ff8e386a6ab..0000000000000000000000000000000000000000
--- a/blog/trl-v1/async-grpo.png
+++ /dev/null
@@ -1,3 +0,0 @@
-version https://git-lfs.github.com/spec/v1
-oid sha256:33200a8ad835239d778a1448551eaa9991943f7fce3223a8164dc5df94b0aa8e
-size 1147866
diff --git a/blog/ulysses/gutenberg_canonical_loss_dp4_vs_sp4.png b/blog/ulysses/gutenberg_canonical_loss_dp4_vs_sp4.png
deleted file mode 100644
index a7a753958b6c57e8503828bc7a473147ff60e4db..0000000000000000000000000000000000000000
--- a/blog/ulysses/gutenberg_canonical_loss_dp4_vs_sp4.png
+++ /dev/null
@@ -1,3 +0,0 @@
-version https://git-lfs.github.com/spec/v1
-oid sha256:fca0f803104b88147074523d8c2ba4d46f2050bce54556e9714b6ae101083770
-size 98675
diff --git a/blog/ulysses/loss_convergence.png b/blog/ulysses/loss_convergence.png
deleted file mode 100644
index ac1baa58ddd0e109921fdf163261eb7b2ea7520a..0000000000000000000000000000000000000000
--- a/blog/ulysses/loss_convergence.png
+++ /dev/null
@@ -1,3 +0,0 @@
-version https://git-lfs.github.com/spec/v1
-oid sha256:90e14a65eefe9450205f0dccaa4b320a8631be6f7b1a023a96a00f780a32b76b
-size 103663
diff --git a/blog/ulysses/memory_usage.png b/blog/ulysses/memory_usage.png
deleted file mode 100644
index 5b84589bee070497a7cd4a2ef6c2557701e8a5f5..0000000000000000000000000000000000000000
--- a/blog/ulysses/memory_usage.png
+++ /dev/null
@@ -1,3 +0,0 @@
-version https://git-lfs.github.com/spec/v1
-oid sha256:515f8b68066adaa1b2d21dc21f0dc2db141d8ec5ae027ad66b09a5ae0be6b117
-size 58811
diff --git a/blog/ulysses/throughput.png b/blog/ulysses/throughput.png
deleted file mode 100644
index 5c5ed15c7e2dee212402f8c11d43235ba6906ffa..0000000000000000000000000000000000000000
--- a/blog/ulysses/throughput.png
+++ /dev/null
@@ -1,3 +0,0 @@
-version https://git-lfs.github.com/spec/v1
-oid sha256:7a6d1ed8b831cc9fa94159854f95cfe43c68ec57d0a6063f04e264f26f8601e0
-size 47713
diff --git a/blog/ulysses/ulysses_overview.png b/blog/ulysses/ulysses_overview.png
deleted file mode 100644
index 4dba6e7bc729d1d4e713724f1ca7757c5e1afc7d..0000000000000000000000000000000000000000
--- a/blog/ulysses/ulysses_overview.png
+++ /dev/null
@@ -1,3 +0,0 @@
-version https://git-lfs.github.com/spec/v1
-oid sha256:48b829c2b06b5e6b9333a5cb79bbadca03b3b7b2c96a19f8e46407515e7021a2
-size 101451
diff --git a/blog/vibegame/grass_cutting_game.gif b/blog/vibegame/grass_cutting_game.gif
deleted file mode 100755
index 77910cf96033b9756f924dce91ebe4f5d6b2acb1..0000000000000000000000000000000000000000
--- a/blog/vibegame/grass_cutting_game.gif
+++ /dev/null
@@ -1,3 +0,0 @@
-version https://git-lfs.github.com/spec/v1
-oid sha256:a5d7445767fa69a6fbad569a2ec6b9606f20e036d8f43b9c2fcaa9e50996a397
-size 8669352
diff --git a/blog/waypoint-v1-5-grid.png b/blog/waypoint-v1-5-grid.png
deleted file mode 100644
index 5d9c8b197de4ff279d7697850a20b9e10481cef9..0000000000000000000000000000000000000000
--- a/blog/waypoint-v1-5-grid.png
+++ /dev/null
@@ -1,3 +0,0 @@
-version https://git-lfs.github.com/spec/v1
-oid sha256:f59adb8ffde0ca23a2a3166f24bce2ca4c9206d0d71f61c9613384f5125268c6
-size 1847501
diff --git a/blog/waypoint-v1-5.png b/blog/waypoint-v1-5.png
deleted file mode 100644
index a9e22e99a5f8571200ce7131b7cc91b227403127..0000000000000000000000000000000000000000
--- a/blog/waypoint-v1-5.png
+++ /dev/null
@@ -1,3 +0,0 @@
-version https://git-lfs.github.com/spec/v1
-oid sha256:e98c9be007083e90f595773b369af306772d654a8eb83da907549fc322bd2426
-size 904620
diff --git a/buckets/bucket-test.png b/buckets/bucket-test.png
deleted file mode 100644
index 9cda693697a327737733d817f2a6b084784de5d5..0000000000000000000000000000000000000000
--- a/buckets/bucket-test.png
+++ /dev/null
@@ -1,3 +0,0 @@
-version https://git-lfs.github.com/spec/v1
-oid sha256:8f585014cd6e8a9073f18d2632a201847a5e79fb5c96205c49974dd4a4dae68a
-size 267237
diff --git a/chat-ui/chat-ui-2026.png b/chat-ui/chat-ui-2026.png
deleted file mode 100644
index edbefc0689f517ef27dad16ae2e97d10539079dd..0000000000000000000000000000000000000000
--- a/chat-ui/chat-ui-2026.png
+++ /dev/null
@@ -1,3 +0,0 @@
-version https://git-lfs.github.com/spec/v1
-oid sha256:8f8376fbe33f6700a29e7af5bd86c4893667748441460f47c0b6a42cbc26a5e4
-size 9824
diff --git a/daggr-blog/app1.png b/daggr-blog/app1.png
deleted file mode 100644
index 0b418b945bbe1abeab478bbe71ed48b00a90ac3a..0000000000000000000000000000000000000000
--- a/daggr-blog/app1.png
+++ /dev/null
@@ -1,3 +0,0 @@
-version https://git-lfs.github.com/spec/v1
-oid sha256:daeda5021f723e4216e6285176ec8702869701c63bc6fc3df253e608d2185012
-size 330773
diff --git a/daggr-blog/app2.png b/daggr-blog/app2.png
deleted file mode 100644
index ffc19dcaf585062283b1deead72ab6f90c02e68b..0000000000000000000000000000000000000000
--- a/daggr-blog/app2.png
+++ /dev/null
@@ -1,3 +0,0 @@
-version https://git-lfs.github.com/spec/v1
-oid sha256:de02a895211c9d2a94529bd48864f6492a26da0c862e3a42d5b8bc8470d9ad62
-size 310681
diff --git a/daggr-blog/daggr.mp4 b/daggr-blog/daggr.mp4
deleted file mode 100644
index 1710d8dc4a721ac9bbfd28aaceb44cc46e0a1d5a..0000000000000000000000000000000000000000
--- a/daggr-blog/daggr.mp4
+++ /dev/null
@@ -1,3 +0,0 @@
-version https://git-lfs.github.com/spec/v1
-oid sha256:7b8e118f4bfc134bae34fb2557c17854d8ec2945bbd9216e82c88850deed634e
-size 10623280
diff --git a/datasets/agent-traces-preview-dark.webp b/datasets/agent-traces-preview-dark.webp
deleted file mode 100644
index aa8180b88d1479bc81d8e7944595af0d400b6ecf..0000000000000000000000000000000000000000
--- a/datasets/agent-traces-preview-dark.webp
+++ /dev/null
@@ -1,3 +0,0 @@
-version https://git-lfs.github.com/spec/v1
-oid sha256:7b2bec169f48e60d584bf976ec1b85eac4f839df7073dc78074ddc80fa4c43ca
-size 172842
diff --git a/datasets/agent-traces-preview-light.webp b/datasets/agent-traces-preview-light.webp
deleted file mode 100644
index 44e02492f6e6e36e2c0f0c186fea8a329abdba15..0000000000000000000000000000000000000000
--- a/datasets/agent-traces-preview-light.webp
+++ /dev/null
@@ -1,3 +0,0 @@
-version https://git-lfs.github.com/spec/v1
-oid sha256:f3789015711f09608c0809dc832a6fa3f4c6fc6446005100574a55972adf88cb
-size 100132
diff --git a/datasets/agent-traces-session.webp b/datasets/agent-traces-session.webp
deleted file mode 100644
index c0146e085930ea01eac2afe4c383dc4338c3afa1..0000000000000000000000000000000000000000
--- a/datasets/agent-traces-session.webp
+++ /dev/null
@@ -1,3 +0,0 @@
-version https://git-lfs.github.com/spec/v1
-oid sha256:ff4ad6adeea351c6ff31fc90cfc289bee25d0c830d06977b81fec4efa8280095
-size 175850
diff --git a/datasets/cell-editing-commit-modal-dark.png b/datasets/cell-editing-commit-modal-dark.png
deleted file mode 100644
index 99f0814d00b44fa604a157aeb9c50d0086f87ab1..0000000000000000000000000000000000000000
--- a/datasets/cell-editing-commit-modal-dark.png
+++ /dev/null
@@ -1,3 +0,0 @@
-version https://git-lfs.github.com/spec/v1
-oid sha256:d2a2c855f0245bec6a6cfe33b8dc6d726aa0b33e3b00285c6a859ece7f28195a
-size 116536
diff --git a/datasets/cell-editing-commit-modal-light.png b/datasets/cell-editing-commit-modal-light.png
deleted file mode 100644
index efcd2b027106d28a3d03c08d23c1c92943e734c7..0000000000000000000000000000000000000000
--- a/datasets/cell-editing-commit-modal-light.png
+++ /dev/null
@@ -1,3 +0,0 @@
-version https://git-lfs.github.com/spec/v1
-oid sha256:46bb6efe58666466aac5059cc6fc2228841b1619d5a9a907349fde2a1ec42938
-size 116527
diff --git a/datasets/cell-editing-table-dark.png b/datasets/cell-editing-table-dark.png
deleted file mode 100644
index 4e96addd96f18396fb5694c9d27c1a0afdf79c16..0000000000000000000000000000000000000000
--- a/datasets/cell-editing-table-dark.png
+++ /dev/null
@@ -1,3 +0,0 @@
-version https://git-lfs.github.com/spec/v1
-oid sha256:72bfc42f0cd5d7d41917456b00eb988690ca9aeabb2149b256ccfa7841631265
-size 89418
diff --git a/datasets/cell-editing-table-light.png b/datasets/cell-editing-table-light.png
deleted file mode 100644
index 61aa1e083c8d6c3bbc23131d04785d360aa8880e..0000000000000000000000000000000000000000
--- a/datasets/cell-editing-table-light.png
+++ /dev/null
@@ -1,3 +0,0 @@
-version https://git-lfs.github.com/spec/v1
-oid sha256:05f7b5417006b51fabee1e2b9e6cd4e273d0d6f38840591b0f85e2b17a18bd57
-size 89453
diff --git a/datasets/cell-editing-toggle-edit-mode-dark.png b/datasets/cell-editing-toggle-edit-mode-dark.png
deleted file mode 100644
index b69f26e42e4cd42318b6e6f8563751f90d2503f9..0000000000000000000000000000000000000000
--- a/datasets/cell-editing-toggle-edit-mode-dark.png
+++ /dev/null
@@ -1,3 +0,0 @@
-version https://git-lfs.github.com/spec/v1
-oid sha256:da9e7df41b8e26eea198f604dfd246b1b93bb98f96f7431b88c2d43b20d76d8d
-size 18046
diff --git a/datasets/cell-editing-toggle-edit-mode-light.png b/datasets/cell-editing-toggle-edit-mode-light.png
deleted file mode 100644
index 969c2433ce5721b0b41f3b323423d64f26cdb971..0000000000000000000000000000000000000000
--- a/datasets/cell-editing-toggle-edit-mode-light.png
+++ /dev/null
@@ -1,3 +0,0 @@
-version https://git-lfs.github.com/spec/v1
-oid sha256:201c999e83660271855c5d02da2445df7320fbbd0061ab7e780e3ede1a9251db
-size 18047
diff --git a/deepseek_v4/deepseek_v4_mask_layer0_sliding_attention.svg b/deepseek_v4/deepseek_v4_mask_layer0_sliding_attention.svg
deleted file mode 100644
index b6904adc3705bdc82daa0fd76ed1411c911d1c93..0000000000000000000000000000000000000000
--- a/deepseek_v4/deepseek_v4_mask_layer0_sliding_attention.svg
+++ /dev/null
@@ -1,330 +0,0 @@
-<svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 558.0 670" width="558.0" height="670" preserveAspectRatio="xMinYMin meet" font-family="ui-monospace, SFMono-Regular, Menlo, monospace" font-size="11">
-  <rect x="0" y="0" width="558.0" height="670" fill="#0b1220" />
-  <text x="120" y="20" font-size="15" font-weight="600" fill="#f8fafc">Layer 0: sliding_attention</text>
-  <text x="120" y="40" fill="#94a3b8">shape=[16, 16]   keys →   queries ↓</text>
-  <text x="132.0" y="130" text-anchor="middle" fill="#94a3b8" font-size="10">0</text>
-  <text x="132.0" y="192" text-anchor="start" transform="rotate(-90 132.0 192)" fill="#f8fafc" font-size="12" font-style="italic">The</text>
-  <text x="158.0" y="130" text-anchor="middle" fill="#94a3b8" font-size="10">1</text>
-  <text x="158.0" y="192" text-anchor="start" transform="rotate(-90 158.0 192)" fill="#f8fafc" font-size="12" font-style="italic">quick</text>
-  <text x="184.0" y="130" text-anchor="middle" fill="#94a3b8" font-size="10">2</text>
-  <text x="184.0" y="192" text-anchor="start" transform="rotate(-90 184.0 192)" fill="#f8fafc" font-size="12" font-style="italic">brown</text>
-  <text x="210.0" y="130" text-anchor="middle" fill="#94a3b8" font-size="10">3</text>
-  <text x="210.0" y="192" text-anchor="start" transform="rotate(-90 210.0 192)" fill="#f8fafc" font-size="12" font-style="italic">fox</text>
-  <text x="236.0" y="130" text-anchor="middle" fill="#94a3b8" font-size="10">4</text>
-  <text x="236.0" y="192" text-anchor="start" transform="rotate(-90 236.0 192)" fill="#f8fafc" font-size="12" font-style="italic">jumps</text>
-  <text x="262.0" y="130" text-anchor="middle" fill="#94a3b8" font-size="10">5</text>
-  <text x="262.0" y="192" text-anchor="start" transform="rotate(-90 262.0 192)" fill="#f8fafc" font-size="12" font-style="italic">over</text>
-  <text x="288.0" y="130" text-anchor="middle" fill="#94a3b8" font-size="10">6</text>
-  <text x="288.0" y="192" text-anchor="start" transform="rotate(-90 288.0 192)" fill="#f8fafc" font-size="12" font-style="italic">the</text>
-  <text x="314.0" y="130" text-anchor="middle" fill="#94a3b8" font-size="10">7</text>
-  <text x="314.0" y="192" text-anchor="start" transform="rotate(-90 314.0 192)" fill="#f8fafc" font-size="12" font-style="italic">lazy</text>
-  <text x="340.0" y="130" text-anchor="middle" fill="#94a3b8" font-size="10">8</text>
-  <text x="340.0" y="192" text-anchor="start" transform="rotate(-90 340.0 192)" fill="#f8fafc" font-size="12" font-style="italic">dog</text>
-  <text x="366.0" y="130" text-anchor="middle" fill="#94a3b8" font-size="10">9</text>
-  <text x="366.0" y="192" text-anchor="start" transform="rotate(-90 366.0 192)" fill="#f8fafc" font-size="12" font-style="italic">ate</text>
-  <text x="392.0" y="130" text-anchor="middle" fill="#94a3b8" font-size="10">10</text>
-  <text x="392.0" y="192" text-anchor="start" transform="rotate(-90 392.0 192)" fill="#f8fafc" font-size="12" font-style="italic">a</text>
-  <text x="418.0" y="130" text-anchor="middle" fill="#94a3b8" font-size="10">11</text>
-  <text x="418.0" y="192" text-anchor="start" transform="rotate(-90 418.0 192)" fill="#f8fafc" font-size="12" font-style="italic">small</text>
-  <text x="444.0" y="130" text-anchor="middle" fill="#94a3b8" font-size="10">12</text>
-  <text x="444.0" y="192" text-anchor="start" transform="rotate(-90 444.0 192)" fill="#f8fafc" font-size="12" font-style="italic">red</text>
-  <text x="470.0" y="130" text-anchor="middle" fill="#94a3b8" font-size="10">13</text>
-  <text x="470.0" y="192" text-anchor="start" transform="rotate(-90 470.0 192)" fill="#f8fafc" font-size="12" font-style="italic">fish</text>
-  <text x="496.0" y="130" text-anchor="middle" fill="#94a3b8" font-size="10">14</text>
-  <text x="496.0" y="192" text-anchor="start" transform="rotate(-90 496.0 192)" fill="#f8fafc" font-size="12" font-style="italic">this</text>
-  <text x="522.0" y="130" text-anchor="middle" fill="#94a3b8" font-size="10">15</text>
-  <text x="522.0" y="192" text-anchor="start" transform="rotate(-90 522.0 192)" fill="#f8fafc" font-size="12" font-style="italic">morning</text>
-  <text x="327.0" y="98" text-anchor="middle" fill="#f8fafc" font-size="12" font-weight="600">Sliding K=V cache</text>
-  <text x="6" y="216.0" fill="#94a3b8" font-size="10">q 0</text>
-  <text x="112" y="216.0" text-anchor="end" fill="#f8fafc" font-size="12" font-style="italic">The</text>
-  <text x="6" y="242.0" fill="#94a3b8" font-size="10">q 1</text>
-  <text x="112" y="242.0" text-anchor="end" fill="#f8fafc" font-size="12" font-style="italic">quick</text>
-  <text x="6" y="268.0" fill="#94a3b8" font-size="10">q 2</text>
-  <text x="112" y="268.0" text-anchor="end" fill="#f8fafc" font-size="12" font-style="italic">brown</text>
-  <text x="6" y="294.0" fill="#94a3b8" font-size="10">q 3</text>
-  <text x="112" y="294.0" text-anchor="end" fill="#f8fafc" font-size="12" font-style="italic">fox</text>
-  <text x="6" y="320.0" fill="#94a3b8" font-size="10">q 4</text>
-  <text x="112" y="320.0" text-anchor="end" fill="#f8fafc" font-size="12" font-style="italic">jumps</text>
-  <text x="6" y="346.0" fill="#94a3b8" font-size="10">q 5</text>
-  <text x="112" y="346.0" text-anchor="end" fill="#f8fafc" font-size="12" font-style="italic">over</text>
-  <text x="6" y="372.0" fill="#94a3b8" font-size="10">q 6</text>
-  <text x="112" y="372.0" text-anchor="end" fill="#f8fafc" font-size="12" font-style="italic">the</text>
-  <text x="6" y="398.0" fill="#94a3b8" font-size="10">q 7</text>
-  <text x="112" y="398.0" text-anchor="end" fill="#f8fafc" font-size="12" font-style="italic">lazy</text>
-  <text x="6" y="424.0" fill="#94a3b8" font-size="10">q 8</text>
-  <text x="112" y="424.0" text-anchor="end" fill="#f8fafc" font-size="12" font-style="italic">dog</text>
-  <text x="6" y="450.0" fill="#94a3b8" font-size="10">q 9</text>
-  <text x="112" y="450.0" text-anchor="end" fill="#f8fafc" font-size="12" font-style="italic">ate</text>
-  <text x="6" y="476.0" fill="#94a3b8" font-size="10">q10</text>
-  <text x="112" y="476.0" text-anchor="end" fill="#f8fafc" font-size="12" font-style="italic">a</text>
-  <text x="6" y="502.0" fill="#94a3b8" font-size="10">q11</text>
-  <text x="112" y="502.0" text-anchor="end" fill="#f8fafc" font-size="12" font-style="italic">small</text>
-  <text x="6" y="528.0" fill="#94a3b8" font-size="10">q12</text>
-  <text x="112" y="528.0" text-anchor="end" fill="#f8fafc" font-size="12" font-style="italic">red</text>
-  <text x="6" y="554.0" fill="#94a3b8" font-size="10">q13</text>
-  <text x="112" y="554.0" text-anchor="end" fill="#f8fafc" font-size="12" font-style="italic">fish</text>
-  <text x="6" y="580.0" fill="#94a3b8" font-size="10">q14</text>
-  <text x="112" y="580.0" text-anchor="end" fill="#f8fafc" font-size="12" font-style="italic">this</text>
-  <text x="6" y="606.0" fill="#94a3b8" font-size="10">q15</text>
-  <text x="112" y="606.0" text-anchor="end" fill="#f8fafc" font-size="12" font-style="italic">morning</text>
-  <rect x="120.0" y="200" width="24.0" height="24" rx="3" ry="3" fill="#22c55e" />
-  <rect x="146.0" y="200" width="24.0" height="24" rx="3" ry="3" fill="#1e293b" />
-  <rect x="172.0" y="200" width="24.0" height="24" rx="3" ry="3" fill="#1e293b" />
-  <rect x="198.0" y="200" width="24.0" height="24" rx="3" ry="3" fill="#1e293b" />
-  <rect x="224.0" y="200" width="24.0" height="24" rx="3" ry="3" fill="#1e293b" />
-  <rect x="250.0" y="200" width="24.0" height="24" rx="3" ry="3" fill="#1e293b" />
-  <rect x="276.0" y="200" width="24.0" height="24" rx="3" ry="3" fill="#1e293b" />
-  <rect x="302.0" y="200" width="24.0" height="24" rx="3" ry="3" fill="#1e293b" />
-  <rect x="328.0" y="200" width="24.0" height="24" rx="3" ry="3" fill="#1e293b" />
-  <rect x="354.0" y="200" width="24.0" height="24" rx="3" ry="3" fill="#1e293b" />
-  <rect x="380.0" y="200" width="24.0" height="24" rx="3" ry="3" fill="#1e293b" />
-  <rect x="406.0" y="200" width="24.0" height="24" rx="3" ry="3" fill="#1e293b" />
-  <rect x="432.0" y="200" width="24.0" height="24" rx="3" ry="3" fill="#1e293b" />
-  <rect x="458.0" y="200" width="24.0" height="24" rx="3" ry="3" fill="#1e293b" />
-  <rect x="484.0" y="200" width="24.0" height="24" rx="3" ry="3" fill="#1e293b" />
-  <rect x="510.0" y="200" width="24.0" height="24" rx="3" ry="3" fill="#1e293b" />
-  <rect x="120.0" y="226" width="24.0" height="24" rx="3" ry="3" fill="#22c55e" />
-  <rect x="146.0" y="226" width="24.0" height="24" rx="3" ry="3" fill="#22c55e" />
-  <rect x="172.0" y="226" width="24.0" height="24" rx="3" ry="3" fill="#1e293b" />
-  <rect x="198.0" y="226" width="24.0" height="24" rx="3" ry="3" fill="#1e293b" />
-  <rect x="224.0" y="226" width="24.0" height="24" rx="3" ry="3" fill="#1e293b" />
-  <rect x="250.0" y="226" width="24.0" height="24" rx="3" ry="3" fill="#1e293b" />
-  <rect x="276.0" y="226" width="24.0" height="24" rx="3" ry="3" fill="#1e293b" />
-  <rect x="302.0" y="226" width="24.0" height="24" rx="3" ry="3" fill="#1e293b" />
-  <rect x="328.0" y="226" width="24.0" height="24" rx="3" ry="3" fill="#1e293b" />
-  <rect x="354.0" y="226" width="24.0" height="24" rx="3" ry="3" fill="#1e293b" />
-  <rect x="380.0" y="226" width="24.0" height="24" rx="3" ry="3" fill="#1e293b" />
-  <rect x="406.0" y="226" width="24.0" height="24" rx="3" ry="3" fill="#1e293b" />
-  <rect x="432.0" y="226" width="24.0" height="24" rx="3" ry="3" fill="#1e293b" />
-  <rect x="458.0" y="226" width="24.0" height="24" rx="3" ry="3" fill="#1e293b" />
-  <rect x="484.0" y="226" width="24.0" height="24" rx="3" ry="3" fill="#1e293b" />
-  <rect x="510.0" y="226" width="24.0" height="24" rx="3" ry="3" fill="#1e293b" />
-  <rect x="120.0" y="252" width="24.0" height="24" rx="3" ry="3" fill="#22c55e" />
-  <rect x="146.0" y="252" width="24.0" height="24" rx="3" ry="3" fill="#22c55e" />
-  <rect x="172.0" y="252" width="24.0" height="24" rx="3" ry="3" fill="#22c55e" />
-  <rect x="198.0" y="252" width="24.0" height="24" rx="3" ry="3" fill="#1e293b" />
-  <rect x="224.0" y="252" width="24.0" height="24" rx="3" ry="3" fill="#1e293b" />
-  <rect x="250.0" y="252" width="24.0" height="24" rx="3" ry="3" fill="#1e293b" />
-  <rect x="276.0" y="252" width="24.0" height="24" rx="3" ry="3" fill="#1e293b" />
-  <rect x="302.0" y="252" width="24.0" height="24" rx="3" ry="3" fill="#1e293b" />
-  <rect x="328.0" y="252" width="24.0" height="24" rx="3" ry="3" fill="#1e293b" />
-  <rect x="354.0" y="252" width="24.0" height="24" rx="3" ry="3" fill="#1e293b" />
-  <rect x="380.0" y="252" width="24.0" height="24" rx="3" ry="3" fill="#1e293b" />
-  <rect x="406.0" y="252" width="24.0" height="24" rx="3" ry="3" fill="#1e293b" />
-  <rect x="432.0" y="252" width="24.0" height="24" rx="3" ry="3" fill="#1e293b" />
-  <rect x="458.0" y="252" width="24.0" height="24" rx="3" ry="3" fill="#1e293b" />
-  <rect x="484.0" y="252" width="24.0" height="24" rx="3" ry="3" fill="#1e293b" />
-  <rect x="510.0" y="252" width="24.0" height="24" rx="3" ry="3" fill="#1e293b" />
-  <rect x="120.0" y="278" width="24.0" height="24" rx="3" ry="3" fill="#22c55e" />
-  <rect x="146.0" y="278" width="24.0" height="24" rx="3" ry="3" fill="#22c55e" />
-  <rect x="172.0" y="278" width="24.0" height="24" rx="3" ry="3" fill="#22c55e" />
-  <rect x="198.0" y="278" width="24.0" height="24" rx="3" ry="3" fill="#22c55e" />
-  <rect x="224.0" y="278" width="24.0" height="24" rx="3" ry="3" fill="#1e293b" />
-  <rect x="250.0" y="278" width="24.0" height="24" rx="3" ry="3" fill="#1e293b" />
-  <rect x="276.0" y="278" width="24.0" height="24" rx="3" ry="3" fill="#1e293b" />
-  <rect x="302.0" y="278" width="24.0" height="24" rx="3" ry="3" fill="#1e293b" />
-  <rect x="328.0" y="278" width="24.0" height="24" rx="3" ry="3" fill="#1e293b" />
-  <rect x="354.0" y="278" width="24.0" height="24" rx="3" ry="3" fill="#1e293b" />
-  <rect x="380.0" y="278" width="24.0" height="24" rx="3" ry="3" fill="#1e293b" />
-  <rect x="406.0" y="278" width="24.0" height="24" rx="3" ry="3" fill="#1e293b" />
-  <rect x="432.0" y="278" width="24.0" height="24" rx="3" ry="3" fill="#1e293b" />
-  <rect x="458.0" y="278" width="24.0" height="24" rx="3" ry="3" fill="#1e293b" />
-  <rect x="484.0" y="278" width="24.0" height="24" rx="3" ry="3" fill="#1e293b" />
-  <rect x="510.0" y="278" width="24.0" height="24" rx="3" ry="3" fill="#1e293b" />
-  <rect x="120.0" y="304" width="24.0" height="24" rx="3" ry="3" fill="#22c55e" />
-  <rect x="146.0" y="304" width="24.0" height="24" rx="3" ry="3" fill="#22c55e" />
-  <rect x="172.0" y="304" width="24.0" height="24" rx="3" ry="3" fill="#22c55e" />
-  <rect x="198.0" y="304" width="24.0" height="24" rx="3" ry="3" fill="#22c55e" />
-  <rect x="224.0" y="304" width="24.0" height="24" rx="3" ry="3" fill="#22c55e" />
-  <rect x="250.0" y="304" width="24.0" height="24" rx="3" ry="3" fill="#1e293b" />
-  <rect x="276.0" y="304" width="24.0" height="24" rx="3" ry="3" fill="#1e293b" />
-  <rect x="302.0" y="304" width="24.0" height="24" rx="3" ry="3" fill="#1e293b" />
-  <rect x="328.0" y="304" width="24.0" height="24" rx="3" ry="3" fill="#1e293b" />
-  <rect x="354.0" y="304" width="24.0" height="24" rx="3" ry="3" fill="#1e293b" />
-  <rect x="380.0" y="304" width="24.0" height="24" rx="3" ry="3" fill="#1e293b" />
-  <rect x="406.0" y="304" width="24.0" height="24" rx="3" ry="3" fill="#1e293b" />
-  <rect x="432.0" y="304" width="24.0" height="24" rx="3" ry="3" fill="#1e293b" />
-  <rect x="458.0" y="304" width="24.0" height="24" rx="3" ry="3" fill="#1e293b" />
-  <rect x="484.0" y="304" width="24.0" height="24" rx="3" ry="3" fill="#1e293b" />
-  <rect x="510.0" y="304" width="24.0" height="24" rx="3" ry="3" fill="#1e293b" />
-  <rect x="120.0" y="330" width="24.0" height="24" rx="3" ry="3" fill="#22c55e" />
-  <rect x="146.0" y="330" width="24.0" height="24" rx="3" ry="3" fill="#22c55e" />
-  <rect x="172.0" y="330" width="24.0" height="24" rx="3" ry="3" fill="#22c55e" />
-  <rect x="198.0" y="330" width="24.0" height="24" rx="3" ry="3" fill="#22c55e" />
-  <rect x="224.0" y="330" width="24.0" height="24" rx="3" ry="3" fill="#22c55e" />
-  <rect x="250.0" y="330" width="24.0" height="24" rx="3" ry="3" fill="#22c55e" />
-  <rect x="276.0" y="330" width="24.0" height="24" rx="3" ry="3" fill="#1e293b" />
-  <rect x="302.0" y="330" width="24.0" height="24" rx="3" ry="3" fill="#1e293b" />
-  <rect x="328.0" y="330" width="24.0" height="24" rx="3" ry="3" fill="#1e293b" />
-  <rect x="354.0" y="330" width="24.0" height="24" rx="3" ry="3" fill="#1e293b" />
-  <rect x="380.0" y="330" width="24.0" height="24" rx="3" ry="3" fill="#1e293b" />
-  <rect x="406.0" y="330" width="24.0" height="24" rx="3" ry="3" fill="#1e293b" />
-  <rect x="432.0" y="330" width="24.0" height="24" rx="3" ry="3" fill="#1e293b" />
-  <rect x="458.0" y="330" width="24.0" height="24" rx="3" ry="3" fill="#1e293b" />
-  <rect x="484.0" y="330" width="24.0" height="24" rx="3" ry="3" fill="#1e293b" />
-  <rect x="510.0" y="330" width="24.0" height="24" rx="3" ry="3" fill="#1e293b" />
-  <rect x="120.0" y="356" width="24.0" height="24" rx="3" ry="3" fill="#22c55e" />
-  <rect x="146.0" y="356" width="24.0" height="24" rx="3" ry="3" fill="#22c55e" />
-  <rect x="172.0" y="356" width="24.0" height="24" rx="3" ry="3" fill="#22c55e" />
-  <rect x="198.0" y="356" width="24.0" height="24" rx="3" ry="3" fill="#22c55e" />
-  <rect x="224.0" y="356" width="24.0" height="24" rx="3" ry="3" fill="#22c55e" />
-  <rect x="250.0" y="356" width="24.0" height="24" rx="3" ry="3" fill="#22c55e" />
-  <rect x="276.0" y="356" width="24.0" height="24" rx="3" ry="3" fill="#22c55e" />
-  <rect x="302.0" y="356" width="24.0" height="24" rx="3" ry="3" fill="#1e293b" />
-  <rect x="328.0" y="356" width="24.0" height="24" rx="3" ry="3" fill="#1e293b" />
-  <rect x="354.0" y="356" width="24.0" height="24" rx="3" ry="3" fill="#1e293b" />
-  <rect x="380.0" y="356" width="24.0" height="24" rx="3" ry="3" fill="#1e293b" />
-  <rect x="406.0" y="356" width="24.0" height="24" rx="3" ry="3" fill="#1e293b" />
-  <rect x="432.0" y="356" width="24.0" height="24" rx="3" ry="3" fill="#1e293b" />
-  <rect x="458.0" y="356" width="24.0" height="24" rx="3" ry="3" fill="#1e293b" />
-  <rect x="484.0" y="356" width="24.0" height="24" rx="3" ry="3" fill="#1e293b" />
-  <rect x="510.0" y="356" width="24.0" height="24" rx="3" ry="3" fill="#1e293b" />
-  <rect x="120.0" y="382" width="24.0" height="24" rx="3" ry="3" fill="#22c55e" />
-  <rect x="146.0" y="382" width="24.0" height="24" rx="3" ry="3" fill="#22c55e" />
-  <rect x="172.0" y="382" width="24.0" height="24" rx="3" ry="3" fill="#22c55e" />
-  <rect x="198.0" y="382" width="24.0" height="24" rx="3" ry="3" fill="#22c55e" />
-  <rect x="224.0" y="382" width="24.0" height="24" rx="3" ry="3" fill="#22c55e" />
-  <rect x="250.0" y="382" width="24.0" height="24" rx="3" ry="3" fill="#22c55e" />
-  <rect x="276.0" y="382" width="24.0" height="24" rx="3" ry="3" fill="#22c55e" />
-  <rect x="302.0" y="382" width="24.0" height="24" rx="3" ry="3" fill="#22c55e" />
-  <rect x="328.0" y="382" width="24.0" height="24" rx="3" ry="3" fill="#1e293b" />
-  <rect x="354.0" y="382" width="24.0" height="24" rx="3" ry="3" fill="#1e293b" />
-  <rect x="380.0" y="382" width="24.0" height="24" rx="3" ry="3" fill="#1e293b" />
-  <rect x="406.0" y="382" width="24.0" height="24" rx="3" ry="3" fill="#1e293b" />
-  <rect x="432.0" y="382" width="24.0" height="24" rx="3" ry="3" fill="#1e293b" />
-  <rect x="458.0" y="382" width="24.0" height="24" rx="3" ry="3" fill="#1e293b" />
-  <rect x="484.0" y="382" width="24.0" height="24" rx="3" ry="3" fill="#1e293b" />
-  <rect x="510.0" y="382" width="24.0" height="24" rx="3" ry="3" fill="#1e293b" />
-  <rect x="120.0" y="408" width="24.0" height="24" rx="3" ry="3" fill="#1e293b" />
-  <rect x="146.0" y="408" width="24.0" height="24" rx="3" ry="3" fill="#22c55e" />
-  <rect x="172.0" y="408" width="24.0" height="24" rx="3" ry="3" fill="#22c55e" />
-  <rect x="198.0" y="408" width="24.0" height="24" rx="3" ry="3" fill="#22c55e" />
-  <rect x="224.0" y="408" width="24.0" height="24" rx="3" ry="3" fill="#22c55e" />
-  <rect x="250.0" y="408" width="24.0" height="24" rx="3" ry="3" fill="#22c55e" />
-  <rect x="276.0" y="408" width="24.0" height="24" rx="3" ry="3" fill="#22c55e" />
-  <rect x="302.0" y="408" width="24.0" height="24" rx="3" ry="3" fill="#22c55e" />
-  <rect x="328.0" y="408" width="24.0" height="24" rx="3" ry="3" fill="#22c55e" />
-  <rect x="354.0" y="408" width="24.0" height="24" rx="3" ry="3" fill="#1e293b" />
-  <rect x="380.0" y="408" width="24.0" height="24" rx="3" ry="3" fill="#1e293b" />
-  <rect x="406.0" y="408" width="24.0" height="24" rx="3" ry="3" fill="#1e293b" />
-  <rect x="432.0" y="408" width="24.0" height="24" rx="3" ry="3" fill="#1e293b" />
-  <rect x="458.0" y="408" width="24.0" height="24" rx="3" ry="3" fill="#1e293b" />
-  <rect x="484.0" y="408" width="24.0" height="24" rx="3" ry="3" fill="#1e293b" />
-  <rect x="510.0" y="408" width="24.0" height="24" rx="3" ry="3" fill="#1e293b" />
-  <rect x="120.0" y="434" width="24.0" height="24" rx="3" ry="3" fill="#1e293b" />
-  <rect x="146.0" y="434" width="24.0" height="24" rx="3" ry="3" fill="#1e293b" />
-  <rect x="172.0" y="434" width="24.0" height="24" rx="3" ry="3" fill="#22c55e" />
-  <rect x="198.0" y="434" width="24.0" height="24" rx="3" ry="3" fill="#22c55e" />
-  <rect x="224.0" y="434" width="24.0" height="24" rx="3" ry="3" fill="#22c55e" />
-  <rect x="250.0" y="434" width="24.0" height="24" rx="3" ry="3" fill="#22c55e" />
-  <rect x="276.0" y="434" width="24.0" height="24" rx="3" ry="3" fill="#22c55e" />
-  <rect x="302.0" y="434" width="24.0" height="24" rx="3" ry="3" fill="#22c55e" />
-  <rect x="328.0" y="434" width="24.0" height="24" rx="3" ry="3" fill="#22c55e" />
-  <rect x="354.0" y="434" width="24.0" height="24" rx="3" ry="3" fill="#22c55e" />
-  <rect x="380.0" y="434" width="24.0" height="24" rx="3" ry="3" fill="#1e293b" />
-  <rect x="406.0" y="434" width="24.0" height="24" rx="3" ry="3" fill="#1e293b" />
-  <rect x="432.0" y="434" width="24.0" height="24" rx="3" ry="3" fill="#1e293b" />
-  <rect x="458.0" y="434" width="24.0" height="24" rx="3" ry="3" fill="#1e293b" />
-  <rect x="484.0" y="434" width="24.0" height="24" rx="3" ry="3" fill="#1e293b" />
-  <rect x="510.0" y="434" width="24.0" height="24" rx="3" ry="3" fill="#1e293b" />
-  <rect x="120.0" y="460" width="24.0" height="24" rx="3" ry="3" fill="#1e293b" />
-  <rect x="146.0" y="460" width="24.0" height="24" rx="3" ry="3" fill="#1e293b" />
-  <rect x="172.0" y="460" width="24.0" height="24" rx="3" ry="3" fill="#1e293b" />
-  <rect x="198.0" y="460" width="24.0" height="24" rx="3" ry="3" fill="#22c55e" />
-  <rect x="224.0" y="460" width="24.0" height="24" rx="3" ry="3" fill="#22c55e" />
-  <rect x="250.0" y="460" width="24.0" height="24" rx="3" ry="3" fill="#22c55e" />
-  <rect x="276.0" y="460" width="24.0" height="24" rx="3" ry="3" fill="#22c55e" />
-  <rect x="302.0" y="460" width="24.0" height="24" rx="3" ry="3" fill="#22c55e" />
-  <rect x="328.0" y="460" width="24.0" height="24" rx="3" ry="3" fill="#22c55e" />
-  <rect x="354.0" y="460" width="24.0" height="24" rx="3" ry="3" fill="#22c55e" />
-  <rect x="380.0" y="460" width="24.0" height="24" rx="3" ry="3" fill="#22c55e" />
-  <rect x="406.0" y="460" width="24.0" height="24" rx="3" ry="3" fill="#1e293b" />
-  <rect x="432.0" y="460" width="24.0" height="24" rx="3" ry="3" fill="#1e293b" />
-  <rect x="458.0" y="460" width="24.0" height="24" rx="3" ry="3" fill="#1e293b" />
-  <rect x="484.0" y="460" width="24.0" height="24" rx="3" ry="3" fill="#1e293b" />
-  <rect x="510.0" y="460" width="24.0" height="24" rx="3" ry="3" fill="#1e293b" />
-  <rect x="120.0" y="486" width="24.0" height="24" rx="3" ry="3" fill="#1e293b" />
-  <rect x="146.0" y="486" width="24.0" height="24" rx="3" ry="3" fill="#1e293b" />
-  <rect x="172.0" y="486" width="24.0" height="24" rx="3" ry="3" fill="#1e293b" />
-  <rect x="198.0" y="486" width="24.0" height="24" rx="3" ry="3" fill="#1e293b" />
-  <rect x="224.0" y="486" width="24.0" height="24" rx="3" ry="3" fill="#22c55e" />
-  <rect x="250.0" y="486" width="24.0" height="24" rx="3" ry="3" fill="#22c55e" />
-  <rect x="276.0" y="486" width="24.0" height="24" rx="3" ry="3" fill="#22c55e" />
-  <rect x="302.0" y="486" width="24.0" height="24" rx="3" ry="3" fill="#22c55e" />
-  <rect x="328.0" y="486" width="24.0" height="24" rx="3" ry="3" fill="#22c55e" />
-  <rect x="354.0" y="486" width="24.0" height="24" rx="3" ry="3" fill="#22c55e" />
-  <rect x="380.0" y="486" width="24.0" height="24" rx="3" ry="3" fill="#22c55e" />
-  <rect x="406.0" y="486" width="24.0" height="24" rx="3" ry="3" fill="#22c55e" />
-  <rect x="432.0" y="486" width="24.0" height="24" rx="3" ry="3" fill="#1e293b" />
-  <rect x="458.0" y="486" width="24.0" height="24" rx="3" ry="3" fill="#1e293b" />
-  <rect x="484.0" y="486" width="24.0" height="24" rx="3" ry="3" fill="#1e293b" />
-  <rect x="510.0" y="486" width="24.0" height="24" rx="3" ry="3" fill="#1e293b" />
-  <rect x="120.0" y="512" width="24.0" height="24" rx="3" ry="3" fill="#1e293b" />
-  <rect x="146.0" y="512" width="24.0" height="24" rx="3" ry="3" fill="#1e293b" />
-  <rect x="172.0" y="512" width="24.0" height="24" rx="3" ry="3" fill="#1e293b" />
-  <rect x="198.0" y="512" width="24.0" height="24" rx="3" ry="3" fill="#1e293b" />
-  <rect x="224.0" y="512" width="24.0" height="24" rx="3" ry="3" fill="#1e293b" />
-  <rect x="250.0" y="512" width="24.0" height="24" rx="3" ry="3" fill="#22c55e" />
-  <rect x="276.0" y="512" width="24.0" height="24" rx="3" ry="3" fill="#22c55e" />
-  <rect x="302.0" y="512" width="24.0" height="24" rx="3" ry="3" fill="#22c55e" />
-  <rect x="328.0" y="512" width="24.0" height="24" rx="3" ry="3" fill="#22c55e" />
-  <rect x="354.0" y="512" width="24.0" height="24" rx="3" ry="3" fill="#22c55e" />
-  <rect x="380.0" y="512" width="24.0" height="24" rx="3" ry="3" fill="#22c55e" />
-  <rect x="406.0" y="512" width="24.0" height="24" rx="3" ry="3" fill="#22c55e" />
-  <rect x="432.0" y="512" width="24.0" height="24" rx="3" ry="3" fill="#22c55e" />
-  <rect x="458.0" y="512" width="24.0" height="24" rx="3" ry="3" fill="#1e293b" />
-  <rect x="484.0" y="512" width="24.0" height="24" rx="3" ry="3" fill="#1e293b" />
-  <rect x="510.0" y="512" width="24.0" height="24" rx="3" ry="3" fill="#1e293b" />
-  <rect x="120.0" y="538" width="24.0" height="24" rx="3" ry="3" fill="#1e293b" />
-  <rect x="146.0" y="538" width="24.0" height="24" rx="3" ry="3" fill="#1e293b" />
-  <rect x="172.0" y="538" width="24.0" height="24" rx="3" ry="3" fill="#1e293b" />
-  <rect x="198.0" y="538" width="24.0" height="24" rx="3" ry="3" fill="#1e293b" />
-  <rect x="224.0" y="538" width="24.0" height="24" rx="3" ry="3" fill="#1e293b" />
-  <rect x="250.0" y="538" width="24.0" height="24" rx="3" ry="3" fill="#1e293b" />
-  <rect x="276.0" y="538" width="24.0" height="24" rx="3" ry="3" fill="#22c55e" />
-  <rect x="302.0" y="538" width="24.0" height="24" rx="3" ry="3" fill="#22c55e" />
-  <rect x="328.0" y="538" width="24.0" height="24" rx="3" ry="3" fill="#22c55e" />
-  <rect x="354.0" y="538" width="24.0" height="24" rx="3" ry="3" fill="#22c55e" />
-  <rect x="380.0" y="538" width="24.0" height="24" rx="3" ry="3" fill="#22c55e" />
-  <rect x="406.0" y="538" width="24.0" height="24" rx="3" ry="3" fill="#22c55e" />
-  <rect x="432.0" y="538" width="24.0" height="24" rx="3" ry="3" fill="#22c55e" />
-  <rect x="458.0" y="538" width="24.0" height="24" rx="3" ry="3" fill="#22c55e" />
-  <rect x="484.0" y="538" width="24.0" height="24" rx="3" ry="3" fill="#1e293b" />
-  <rect x="510.0" y="538" width="24.0" height="24" rx="3" ry="3" fill="#1e293b" />
-  <rect x="120.0" y="564" width="24.0" height="24" rx="3" ry="3" fill="#1e293b" />
-  <rect x="146.0" y="564" width="24.0" height="24" rx="3" ry="3" fill="#1e293b" />
-  <rect x="172.0" y="564" width="24.0" height="24" rx="3" ry="3" fill="#1e293b" />
-  <rect x="198.0" y="564" width="24.0" height="24" rx="3" ry="3" fill="#1e293b" />
-  <rect x="224.0" y="564" width="24.0" height="24" rx="3" ry="3" fill="#1e293b" />
-  <rect x="250.0" y="564" width="24.0" height="24" rx="3" ry="3" fill="#1e293b" />
-  <rect x="276.0" y="564" width="24.0" height="24" rx="3" ry="3" fill="#1e293b" />
-  <rect x="302.0" y="564" width="24.0" height="24" rx="3" ry="3" fill="#22c55e" />
-  <rect x="328.0" y="564" width="24.0" height="24" rx="3" ry="3" fill="#22c55e" />
-  <rect x="354.0" y="564" width="24.0" height="24" rx="3" ry="3" fill="#22c55e" />
-  <rect x="380.0" y="564" width="24.0" height="24" rx="3" ry="3" fill="#22c55e" />
-  <rect x="406.0" y="564" width="24.0" height="24" rx="3" ry="3" fill="#22c55e" />
-  <rect x="432.0" y="564" width="24.0" height="24" rx="3" ry="3" fill="#22c55e" />
-  <rect x="458.0" y="564" width="24.0" height="24" rx="3" ry="3" fill="#22c55e" />
-  <rect x="484.0" y="564" width="24.0" height="24" rx="3" ry="3" fill="#22c55e" />
-  <rect x="510.0" y="564" width="24.0" height="24" rx="3" ry="3" fill="#1e293b" />
-  <rect x="120.0" y="590" width="24.0" height="24" rx="3" ry="3" fill="#1e293b" />
-  <rect x="146.0" y="590" width="24.0" height="24" rx="3" ry="3" fill="#1e293b" />
-  <rect x="172.0" y="590" width="24.0" height="24" rx="3" ry="3" fill="#1e293b" />
-  <rect x="198.0" y="590" width="24.0" height="24" rx="3" ry="3" fill="#1e293b" />
-  <rect x="224.0" y="590" width="24.0" height="24" rx="3" ry="3" fill="#1e293b" />
-  <rect x="250.0" y="590" width="24.0" height="24" rx="3" ry="3" fill="#1e293b" />
-  <rect x="276.0" y="590" width="24.0" height="24" rx="3" ry="3" fill="#1e293b" />
-  <rect x="302.0" y="590" width="24.0" height="24" rx="3" ry="3" fill="#1e293b" />
-  <rect x="328.0" y="590" width="24.0" height="24" rx="3" ry="3" fill="#22c55e" />
-  <rect x="354.0" y="590" width="24.0" height="24" rx="3" ry="3" fill="#22c55e" />
-  <rect x="380.0" y="590" width="24.0" height="24" rx="3" ry="3" fill="#22c55e" />
-  <rect x="406.0" y="590" width="24.0" height="24" rx="3" ry="3" fill="#22c55e" />
-  <rect x="432.0" y="590" width="24.0" height="24" rx="3" ry="3" fill="#22c55e" />
-  <rect x="458.0" y="590" width="24.0" height="24" rx="3" ry="3" fill="#22c55e" />
-  <rect x="484.0" y="590" width="24.0" height="24" rx="3" ry="3" fill="#22c55e" />
-  <rect x="510.0" y="590" width="24.0" height="24" rx="3" ry="3" fill="#22c55e" />
-  <rect x="120" y="632" width="14" height="14" rx="3" ry="3" fill="#22c55e" />
-  <text x="140" y="644" fill="#f8fafc">attended-to</text>
-  <rect x="235.5" y="632" width="14" height="14" rx="3" ry="3" fill="#1e293b" />
-  <text x="255.5" y="644" fill="#f8fafc">masked (not causally ready)</text>
-</svg>
\ No newline at end of file
diff --git a/deepseek_v4/deepseek_v4_mask_layer1_compressed_sparse_attention.svg b/deepseek_v4/deepseek_v4_mask_layer1_compressed_sparse_attention.svg
deleted file mode 100644
index cb6db2c675ea6f4f93e1f20e1cd364ef0c6ceea4..0000000000000000000000000000000000000000
--- a/deepseek_v4/deepseek_v4_mask_layer1_compressed_sparse_attention.svg
+++ /dev/null
@@ -1,410 +0,0 @@
-<svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 714.0 774" width="714.0" height="774" preserveAspectRatio="xMinYMin meet" font-family="ui-monospace, SFMono-Regular, Menlo, monospace" font-size="11">
-  <rect x="0" y="0" width="714.0" height="774" fill="#0b1220" />
-  <text x="120" y="20" font-size="15" font-weight="600" fill="#f8fafc">Layer 1: compressed_sparse_attention</text>
-  <text x="120" y="40" fill="#94a3b8">shape=[16, 20]   keys →   queries ↓</text>
-  <text x="120" y="60" fill="#22c55e">m=4 · k=2 · 4 entries</text>
-  <text x="132.0" y="130" text-anchor="middle" fill="#94a3b8" font-size="10">0</text>
-  <text x="132.0" y="192" text-anchor="start" transform="rotate(-90 132.0 192)" fill="#f8fafc" font-size="12" font-style="italic">The</text>
-  <text x="158.0" y="130" text-anchor="middle" fill="#94a3b8" font-size="10">1</text>
-  <text x="158.0" y="192" text-anchor="start" transform="rotate(-90 158.0 192)" fill="#f8fafc" font-size="12" font-style="italic">quick</text>
-  <text x="184.0" y="130" text-anchor="middle" fill="#94a3b8" font-size="10">2</text>
-  <text x="184.0" y="192" text-anchor="start" transform="rotate(-90 184.0 192)" fill="#f8fafc" font-size="12" font-style="italic">brown</text>
-  <text x="210.0" y="130" text-anchor="middle" fill="#94a3b8" font-size="10">3</text>
-  <text x="210.0" y="192" text-anchor="start" transform="rotate(-90 210.0 192)" fill="#f8fafc" font-size="12" font-style="italic">fox</text>
-  <text x="236.0" y="130" text-anchor="middle" fill="#94a3b8" font-size="10">4</text>
-  <text x="236.0" y="192" text-anchor="start" transform="rotate(-90 236.0 192)" fill="#f8fafc" font-size="12" font-style="italic">jumps</text>
-  <text x="262.0" y="130" text-anchor="middle" fill="#94a3b8" font-size="10">5</text>
-  <text x="262.0" y="192" text-anchor="start" transform="rotate(-90 262.0 192)" fill="#f8fafc" font-size="12" font-style="italic">over</text>
-  <text x="288.0" y="130" text-anchor="middle" fill="#94a3b8" font-size="10">6</text>
-  <text x="288.0" y="192" text-anchor="start" transform="rotate(-90 288.0 192)" fill="#f8fafc" font-size="12" font-style="italic">the</text>
-  <text x="314.0" y="130" text-anchor="middle" fill="#94a3b8" font-size="10">7</text>
-  <text x="314.0" y="192" text-anchor="start" transform="rotate(-90 314.0 192)" fill="#f8fafc" font-size="12" font-style="italic">lazy</text>
-  <text x="340.0" y="130" text-anchor="middle" fill="#94a3b8" font-size="10">8</text>
-  <text x="340.0" y="192" text-anchor="start" transform="rotate(-90 340.0 192)" fill="#f8fafc" font-size="12" font-style="italic">dog</text>
-  <text x="366.0" y="130" text-anchor="middle" fill="#94a3b8" font-size="10">9</text>
-  <text x="366.0" y="192" text-anchor="start" transform="rotate(-90 366.0 192)" fill="#f8fafc" font-size="12" font-style="italic">ate</text>
-  <text x="392.0" y="130" text-anchor="middle" fill="#94a3b8" font-size="10">10</text>
-  <text x="392.0" y="192" text-anchor="start" transform="rotate(-90 392.0 192)" fill="#f8fafc" font-size="12" font-style="italic">a</text>
-  <text x="418.0" y="130" text-anchor="middle" fill="#94a3b8" font-size="10">11</text>
-  <text x="418.0" y="192" text-anchor="start" transform="rotate(-90 418.0 192)" fill="#f8fafc" font-size="12" font-style="italic">small</text>
-  <text x="444.0" y="130" text-anchor="middle" fill="#94a3b8" font-size="10">12</text>
-  <text x="444.0" y="192" text-anchor="start" transform="rotate(-90 444.0 192)" fill="#f8fafc" font-size="12" font-style="italic">red</text>
-  <text x="470.0" y="130" text-anchor="middle" fill="#94a3b8" font-size="10">13</text>
-  <text x="470.0" y="192" text-anchor="start" transform="rotate(-90 470.0 192)" fill="#f8fafc" font-size="12" font-style="italic">fish</text>
-  <text x="496.0" y="130" text-anchor="middle" fill="#94a3b8" font-size="10">14</text>
-  <text x="496.0" y="192" text-anchor="start" transform="rotate(-90 496.0 192)" fill="#f8fafc" font-size="12" font-style="italic">this</text>
-  <text x="522.0" y="130" text-anchor="middle" fill="#94a3b8" font-size="10">15</text>
-  <text x="522.0" y="192" text-anchor="start" transform="rotate(-90 522.0 192)" fill="#f8fafc" font-size="12" font-style="italic">morning</text>
-  <text x="600.0" y="130" text-anchor="middle" fill="#22c55e" font-size="11" font-weight="700">C0</text>
-  <text x="626.0" y="130" text-anchor="middle" fill="#22c55e" font-size="11" font-weight="700">C1</text>
-  <text x="652.0" y="130" text-anchor="middle" fill="#22c55e" font-size="11" font-weight="700">C2</text>
-  <text x="678.0" y="130" text-anchor="middle" fill="#22c55e" font-size="11" font-weight="700">C3</text>
-  <text x="327.0" y="98" text-anchor="middle" fill="#f8fafc" font-size="12" font-weight="600">Sliding K=V cache</text>
-  <text x="639.0" y="98" text-anchor="middle" fill="#f8fafc" font-size="12" font-weight="600">Compressed cache</text>
-  <text x="561.0" y="98" text-anchor="middle" fill="#94a3b8" font-size="14" font-weight="700">⊕</text>
-  <text x="561.0" y="112" text-anchor="middle" fill="#94a3b8" font-size="9">cat dim=-1</text>
-  <text x="6" y="216.0" fill="#94a3b8" font-size="10">q 0</text>
-  <text x="112" y="216.0" text-anchor="end" fill="#f8fafc" font-size="12" font-style="italic">The</text>
-  <text x="6" y="242.0" fill="#94a3b8" font-size="10">q 1</text>
-  <text x="112" y="242.0" text-anchor="end" fill="#f8fafc" font-size="12" font-style="italic">quick</text>
-  <text x="6" y="268.0" fill="#94a3b8" font-size="10">q 2</text>
-  <text x="112" y="268.0" text-anchor="end" fill="#f8fafc" font-size="12" font-style="italic">brown</text>
-  <text x="6" y="294.0" fill="#94a3b8" font-size="10">q 3</text>
-  <text x="112" y="294.0" text-anchor="end" fill="#f8fafc" font-size="12" font-style="italic">fox</text>
-  <text x="6" y="320.0" fill="#94a3b8" font-size="10">q 4</text>
-  <text x="112" y="320.0" text-anchor="end" fill="#f8fafc" font-size="12" font-style="italic">jumps</text>
-  <text x="6" y="346.0" fill="#94a3b8" font-size="10">q 5</text>
-  <text x="112" y="346.0" text-anchor="end" fill="#f8fafc" font-size="12" font-style="italic">over</text>
-  <text x="6" y="372.0" fill="#94a3b8" font-size="10">q 6</text>
-  <text x="112" y="372.0" text-anchor="end" fill="#f8fafc" font-size="12" font-style="italic">the</text>
-  <text x="6" y="398.0" fill="#94a3b8" font-size="10">q 7</text>
-  <text x="112" y="398.0" text-anchor="end" fill="#f8fafc" font-size="12" font-style="italic">lazy</text>
-  <text x="6" y="424.0" fill="#94a3b8" font-size="10">q 8</text>
-  <text x="112" y="424.0" text-anchor="end" fill="#f8fafc" font-size="12" font-style="italic">dog</text>
-  <text x="6" y="450.0" fill="#94a3b8" font-size="10">q 9</text>
-  <text x="112" y="450.0" text-anchor="end" fill="#f8fafc" font-size="12" font-style="italic">ate</text>
-  <text x="6" y="476.0" fill="#94a3b8" font-size="10">q10</text>
-  <text x="112" y="476.0" text-anchor="end" fill="#f8fafc" font-size="12" font-style="italic">a</text>
-  <text x="6" y="502.0" fill="#94a3b8" font-size="10">q11</text>
-  <text x="112" y="502.0" text-anchor="end" fill="#f8fafc" font-size="12" font-style="italic">small</text>
-  <text x="6" y="528.0" fill="#94a3b8" font-size="10">q12</text>
-  <text x="112" y="528.0" text-anchor="end" fill="#f8fafc" font-size="12" font-style="italic">red</text>
-  <text x="6" y="554.0" fill="#94a3b8" font-size="10">q13</text>
-  <text x="112" y="554.0" text-anchor="end" fill="#f8fafc" font-size="12" font-style="italic">fish</text>
-  <text x="6" y="580.0" fill="#94a3b8" font-size="10">q14</text>
-  <text x="112" y="580.0" text-anchor="end" fill="#f8fafc" font-size="12" font-style="italic">this</text>
-  <text x="6" y="606.0" fill="#94a3b8" font-size="10">q15</text>
-  <text x="112" y="606.0" text-anchor="end" fill="#f8fafc" font-size="12" font-style="italic">morning</text>
-  <line x1="560.0" y1="172" x2="560.0" y2="614.0" stroke="#475569" stroke-width="1" stroke-dasharray="4 3" />
-  <rect x="120.0" y="200" width="24.0" height="24" rx="3" ry="3" fill="#22c55e" />
-  <rect x="146.0" y="200" width="24.0" height="24" rx="3" ry="3" fill="#1e293b" />
-  <rect x="172.0" y="200" width="24.0" height="24" rx="3" ry="3" fill="#1e293b" />
-  <rect x="198.0" y="200" width="24.0" height="24" rx="3" ry="3" fill="#1e293b" />
-  <rect x="224.0" y="200" width="24.0" height="24" rx="3" ry="3" fill="#1e293b" />
-  <rect x="250.0" y="200" width="24.0" height="24" rx="3" ry="3" fill="#1e293b" />
-  <rect x="276.0" y="200" width="24.0" height="24" rx="3" ry="3" fill="#1e293b" />
-  <rect x="302.0" y="200" width="24.0" height="24" rx="3" ry="3" fill="#1e293b" />
-  <rect x="328.0" y="200" width="24.0" height="24" rx="3" ry="3" fill="#1e293b" />
-  <rect x="354.0" y="200" width="24.0" height="24" rx="3" ry="3" fill="#1e293b" />
-  <rect x="380.0" y="200" width="24.0" height="24" rx="3" ry="3" fill="#1e293b" />
-  <rect x="406.0" y="200" width="24.0" height="24" rx="3" ry="3" fill="#1e293b" />
-  <rect x="432.0" y="200" width="24.0" height="24" rx="3" ry="3" fill="#1e293b" />
-  <rect x="458.0" y="200" width="24.0" height="24" rx="3" ry="3" fill="#1e293b" />
-  <rect x="484.0" y="200" width="24.0" height="24" rx="3" ry="3" fill="#1e293b" />
-  <rect x="510.0" y="200" width="24.0" height="24" rx="3" ry="3" fill="#1e293b" />
-  <rect x="588.0" y="200" width="24.0" height="24" rx="3" ry="3" fill="#1e293b" />
-  <rect x="614.0" y="200" width="24.0" height="24" rx="3" ry="3" fill="#1e293b" />
-  <rect x="640.0" y="200" width="24.0" height="24" rx="3" ry="3" fill="#1e293b" />
-  <rect x="666.0" y="200" width="24.0" height="24" rx="3" ry="3" fill="#1e293b" />
-  <rect x="120.0" y="226" width="24.0" height="24" rx="3" ry="3" fill="#22c55e" />
-  <rect x="146.0" y="226" width="24.0" height="24" rx="3" ry="3" fill="#22c55e" />
-  <rect x="172.0" y="226" width="24.0" height="24" rx="3" ry="3" fill="#1e293b" />
-  <rect x="198.0" y="226" width="24.0" height="24" rx="3" ry="3" fill="#1e293b" />
-  <rect x="224.0" y="226" width="24.0" height="24" rx="3" ry="3" fill="#1e293b" />
-  <rect x="250.0" y="226" width="24.0" height="24" rx="3" ry="3" fill="#1e293b" />
-  <rect x="276.0" y="226" width="24.0" height="24" rx="3" ry="3" fill="#1e293b" />
-  <rect x="302.0" y="226" width="24.0" height="24" rx="3" ry="3" fill="#1e293b" />
-  <rect x="328.0" y="226" width="24.0" height="24" rx="3" ry="3" fill="#1e293b" />
-  <rect x="354.0" y="226" width="24.0" height="24" rx="3" ry="3" fill="#1e293b" />
-  <rect x="380.0" y="226" width="24.0" height="24" rx="3" ry="3" fill="#1e293b" />
-  <rect x="406.0" y="226" width="24.0" height="24" rx="3" ry="3" fill="#1e293b" />
-  <rect x="432.0" y="226" width="24.0" height="24" rx="3" ry="3" fill="#1e293b" />
-  <rect x="458.0" y="226" width="24.0" height="24" rx="3" ry="3" fill="#1e293b" />
-  <rect x="484.0" y="226" width="24.0" height="24" rx="3" ry="3" fill="#1e293b" />
-  <rect x="510.0" y="226" width="24.0" height="24" rx="3" ry="3" fill="#1e293b" />
-  <rect x="588.0" y="226" width="24.0" height="24" rx="3" ry="3" fill="#1e293b" />
-  <rect x="614.0" y="226" width="24.0" height="24" rx="3" ry="3" fill="#1e293b" />
-  <rect x="640.0" y="226" width="24.0" height="24" rx="3" ry="3" fill="#1e293b" />
-  <rect x="666.0" y="226" width="24.0" height="24" rx="3" ry="3" fill="#1e293b" />
-  <rect x="120.0" y="252" width="24.0" height="24" rx="3" ry="3" fill="#22c55e" />
-  <rect x="146.0" y="252" width="24.0" height="24" rx="3" ry="3" fill="#22c55e" />
-  <rect x="172.0" y="252" width="24.0" height="24" rx="3" ry="3" fill="#22c55e" />
-  <rect x="198.0" y="252" width="24.0" height="24" rx="3" ry="3" fill="#1e293b" />
-  <rect x="224.0" y="252" width="24.0" height="24" rx="3" ry="3" fill="#1e293b" />
-  <rect x="250.0" y="252" width="24.0" height="24" rx="3" ry="3" fill="#1e293b" />
-  <rect x="276.0" y="252" width="24.0" height="24" rx="3" ry="3" fill="#1e293b" />
-  <rect x="302.0" y="252" width="24.0" height="24" rx="3" ry="3" fill="#1e293b" />
-  <rect x="328.0" y="252" width="24.0" height="24" rx="3" ry="3" fill="#1e293b" />
-  <rect x="354.0" y="252" width="24.0" height="24" rx="3" ry="3" fill="#1e293b" />
-  <rect x="380.0" y="252" width="24.0" height="24" rx="3" ry="3" fill="#1e293b" />
-  <rect x="406.0" y="252" width="24.0" height="24" rx="3" ry="3" fill="#1e293b" />
-  <rect x="432.0" y="252" width="24.0" height="24" rx="3" ry="3" fill="#1e293b" />
-  <rect x="458.0" y="252" width="24.0" height="24" rx="3" ry="3" fill="#1e293b" />
-  <rect x="484.0" y="252" width="24.0" height="24" rx="3" ry="3" fill="#1e293b" />
-  <rect x="510.0" y="252" width="24.0" height="24" rx="3" ry="3" fill="#1e293b" />
-  <rect x="588.0" y="252" width="24.0" height="24" rx="3" ry="3" fill="#1e293b" />
-  <rect x="614.0" y="252" width="24.0" height="24" rx="3" ry="3" fill="#1e293b" />
-  <rect x="640.0" y="252" width="24.0" height="24" rx="3" ry="3" fill="#1e293b" />
-  <rect x="666.0" y="252" width="24.0" height="24" rx="3" ry="3" fill="#1e293b" />
-  <rect x="120.0" y="278" width="24.0" height="24" rx="3" ry="3" fill="#22c55e" />
-  <rect x="146.0" y="278" width="24.0" height="24" rx="3" ry="3" fill="#22c55e" />
-  <rect x="172.0" y="278" width="24.0" height="24" rx="3" ry="3" fill="#22c55e" />
-  <rect x="198.0" y="278" width="24.0" height="24" rx="3" ry="3" fill="#22c55e" />
-  <rect x="224.0" y="278" width="24.0" height="24" rx="3" ry="3" fill="#1e293b" />
-  <rect x="250.0" y="278" width="24.0" height="24" rx="3" ry="3" fill="#1e293b" />
-  <rect x="276.0" y="278" width="24.0" height="24" rx="3" ry="3" fill="#1e293b" />
-  <rect x="302.0" y="278" width="24.0" height="24" rx="3" ry="3" fill="#1e293b" />
-  <rect x="328.0" y="278" width="24.0" height="24" rx="3" ry="3" fill="#1e293b" />
-  <rect x="354.0" y="278" width="24.0" height="24" rx="3" ry="3" fill="#1e293b" />
-  <rect x="380.0" y="278" width="24.0" height="24" rx="3" ry="3" fill="#1e293b" />
-  <rect x="406.0" y="278" width="24.0" height="24" rx="3" ry="3" fill="#1e293b" />
-  <rect x="432.0" y="278" width="24.0" height="24" rx="3" ry="3" fill="#1e293b" />
-  <rect x="458.0" y="278" width="24.0" height="24" rx="3" ry="3" fill="#1e293b" />
-  <rect x="484.0" y="278" width="24.0" height="24" rx="3" ry="3" fill="#1e293b" />
-  <rect x="510.0" y="278" width="24.0" height="24" rx="3" ry="3" fill="#1e293b" />
-  <rect x="588.0" y="278" width="24.0" height="24" rx="3" ry="3" fill="#22c55e" />
-  <rect x="614.0" y="278" width="24.0" height="24" rx="3" ry="3" fill="#1e293b" />
-  <rect x="640.0" y="278" width="24.0" height="24" rx="3" ry="3" fill="#1e293b" />
-  <rect x="666.0" y="278" width="24.0" height="24" rx="3" ry="3" fill="#1e293b" />
-  <rect x="120.0" y="304" width="24.0" height="24" rx="3" ry="3" fill="#22c55e" />
-  <rect x="146.0" y="304" width="24.0" height="24" rx="3" ry="3" fill="#22c55e" />
-  <rect x="172.0" y="304" width="24.0" height="24" rx="3" ry="3" fill="#22c55e" />
-  <rect x="198.0" y="304" width="24.0" height="24" rx="3" ry="3" fill="#22c55e" />
-  <rect x="224.0" y="304" width="24.0" height="24" rx="3" ry="3" fill="#22c55e" />
-  <rect x="250.0" y="304" width="24.0" height="24" rx="3" ry="3" fill="#1e293b" />
-  <rect x="276.0" y="304" width="24.0" height="24" rx="3" ry="3" fill="#1e293b" />
-  <rect x="302.0" y="304" width="24.0" height="24" rx="3" ry="3" fill="#1e293b" />
-  <rect x="328.0" y="304" width="24.0" height="24" rx="3" ry="3" fill="#1e293b" />
-  <rect x="354.0" y="304" width="24.0" height="24" rx="3" ry="3" fill="#1e293b" />
-  <rect x="380.0" y="304" width="24.0" height="24" rx="3" ry="3" fill="#1e293b" />
-  <rect x="406.0" y="304" width="24.0" height="24" rx="3" ry="3" fill="#1e293b" />
-  <rect x="432.0" y="304" width="24.0" height="24" rx="3" ry="3" fill="#1e293b" />
-  <rect x="458.0" y="304" width="24.0" height="24" rx="3" ry="3" fill="#1e293b" />
-  <rect x="484.0" y="304" width="24.0" height="24" rx="3" ry="3" fill="#1e293b" />
-  <rect x="510.0" y="304" width="24.0" height="24" rx="3" ry="3" fill="#1e293b" />
-  <rect x="588.0" y="304" width="24.0" height="24" rx="3" ry="3" fill="#22c55e" />
-  <rect x="614.0" y="304" width="24.0" height="24" rx="3" ry="3" fill="#1e293b" />
-  <rect x="640.0" y="304" width="24.0" height="24" rx="3" ry="3" fill="#1e293b" />
-  <rect x="666.0" y="304" width="24.0" height="24" rx="3" ry="3" fill="#1e293b" />
-  <rect x="120.0" y="330" width="24.0" height="24" rx="3" ry="3" fill="#22c55e" />
-  <rect x="146.0" y="330" width="24.0" height="24" rx="3" ry="3" fill="#22c55e" />
-  <rect x="172.0" y="330" width="24.0" height="24" rx="3" ry="3" fill="#22c55e" />
-  <rect x="198.0" y="330" width="24.0" height="24" rx="3" ry="3" fill="#22c55e" />
-  <rect x="224.0" y="330" width="24.0" height="24" rx="3" ry="3" fill="#22c55e" />
-  <rect x="250.0" y="330" width="24.0" height="24" rx="3" ry="3" fill="#22c55e" />
-  <rect x="276.0" y="330" width="24.0" height="24" rx="3" ry="3" fill="#1e293b" />
-  <rect x="302.0" y="330" width="24.0" height="24" rx="3" ry="3" fill="#1e293b" />
-  <rect x="328.0" y="330" width="24.0" height="24" rx="3" ry="3" fill="#1e293b" />
-  <rect x="354.0" y="330" width="24.0" height="24" rx="3" ry="3" fill="#1e293b" />
-  <rect x="380.0" y="330" width="24.0" height="24" rx="3" ry="3" fill="#1e293b" />
-  <rect x="406.0" y="330" width="24.0" height="24" rx="3" ry="3" fill="#1e293b" />
-  <rect x="432.0" y="330" width="24.0" height="24" rx="3" ry="3" fill="#1e293b" />
-  <rect x="458.0" y="330" width="24.0" height="24" rx="3" ry="3" fill="#1e293b" />
-  <rect x="484.0" y="330" width="24.0" height="24" rx="3" ry="3" fill="#1e293b" />
-  <rect x="510.0" y="330" width="24.0" height="24" rx="3" ry="3" fill="#1e293b" />
-  <rect x="588.0" y="330" width="24.0" height="24" rx="3" ry="3" fill="#22c55e" />
-  <rect x="614.0" y="330" width="24.0" height="24" rx="3" ry="3" fill="#1e293b" />
-  <rect x="640.0" y="330" width="24.0" height="24" rx="3" ry="3" fill="#1e293b" />
-  <rect x="666.0" y="330" width="24.0" height="24" rx="3" ry="3" fill="#1e293b" />
-  <rect x="120.0" y="356" width="24.0" height="24" rx="3" ry="3" fill="#22c55e" />
-  <rect x="146.0" y="356" width="24.0" height="24" rx="3" ry="3" fill="#22c55e" />
-  <rect x="172.0" y="356" width="24.0" height="24" rx="3" ry="3" fill="#22c55e" />
-  <rect x="198.0" y="356" width="24.0" height="24" rx="3" ry="3" fill="#22c55e" />
-  <rect x="224.0" y="356" width="24.0" height="24" rx="3" ry="3" fill="#22c55e" />
-  <rect x="250.0" y="356" width="24.0" height="24" rx="3" ry="3" fill="#22c55e" />
-  <rect x="276.0" y="356" width="24.0" height="24" rx="3" ry="3" fill="#22c55e" />
-  <rect x="302.0" y="356" width="24.0" height="24" rx="3" ry="3" fill="#1e293b" />
-  <rect x="328.0" y="356" width="24.0" height="24" rx="3" ry="3" fill="#1e293b" />
-  <rect x="354.0" y="356" width="24.0" height="24" rx="3" ry="3" fill="#1e293b" />
-  <rect x="380.0" y="356" width="24.0" height="24" rx="3" ry="3" fill="#1e293b" />
-  <rect x="406.0" y="356" width="24.0" height="24" rx="3" ry="3" fill="#1e293b" />
-  <rect x="432.0" y="356" width="24.0" height="24" rx="3" ry="3" fill="#1e293b" />
-  <rect x="458.0" y="356" width="24.0" height="24" rx="3" ry="3" fill="#1e293b" />
-  <rect x="484.0" y="356" width="24.0" height="24" rx="3" ry="3" fill="#1e293b" />
-  <rect x="510.0" y="356" width="24.0" height="24" rx="3" ry="3" fill="#1e293b" />
-  <rect x="588.0" y="356" width="24.0" height="24" rx="3" ry="3" fill="#22c55e" />
-  <rect x="614.0" y="356" width="24.0" height="24" rx="3" ry="3" fill="#1e293b" />
-  <rect x="640.0" y="356" width="24.0" height="24" rx="3" ry="3" fill="#1e293b" />
-  <rect x="666.0" y="356" width="24.0" height="24" rx="3" ry="3" fill="#1e293b" />
-  <rect x="120.0" y="382" width="24.0" height="24" rx="3" ry="3" fill="#22c55e" />
-  <rect x="146.0" y="382" width="24.0" height="24" rx="3" ry="3" fill="#22c55e" />
-  <rect x="172.0" y="382" width="24.0" height="24" rx="3" ry="3" fill="#22c55e" />
-  <rect x="198.0" y="382" width="24.0" height="24" rx="3" ry="3" fill="#22c55e" />
-  <rect x="224.0" y="382" width="24.0" height="24" rx="3" ry="3" fill="#22c55e" />
-  <rect x="250.0" y="382" width="24.0" height="24" rx="3" ry="3" fill="#22c55e" />
-  <rect x="276.0" y="382" width="24.0" height="24" rx="3" ry="3" fill="#22c55e" />
-  <rect x="302.0" y="382" width="24.0" height="24" rx="3" ry="3" fill="#22c55e" />
-  <rect x="328.0" y="382" width="24.0" height="24" rx="3" ry="3" fill="#1e293b" />
-  <rect x="354.0" y="382" width="24.0" height="24" rx="3" ry="3" fill="#1e293b" />
-  <rect x="380.0" y="382" width="24.0" height="24" rx="3" ry="3" fill="#1e293b" />
-  <rect x="406.0" y="382" width="24.0" height="24" rx="3" ry="3" fill="#1e293b" />
-  <rect x="432.0" y="382" width="24.0" height="24" rx="3" ry="3" fill="#1e293b" />
-  <rect x="458.0" y="382" width="24.0" height="24" rx="3" ry="3" fill="#1e293b" />
-  <rect x="484.0" y="382" width="24.0" height="24" rx="3" ry="3" fill="#1e293b" />
-  <rect x="510.0" y="382" width="24.0" height="24" rx="3" ry="3" fill="#1e293b" />
-  <rect x="588.0" y="382" width="24.0" height="24" rx="3" ry="3" fill="#22c55e" />
-  <rect x="614.0" y="382" width="24.0" height="24" rx="3" ry="3" fill="#22c55e" />
-  <rect x="640.0" y="382" width="24.0" height="24" rx="3" ry="3" fill="#1e293b" />
-  <rect x="666.0" y="382" width="24.0" height="24" rx="3" ry="3" fill="#1e293b" />
-  <rect x="120.0" y="408" width="24.0" height="24" rx="3" ry="3" fill="#1e293b" />
-  <rect x="146.0" y="408" width="24.0" height="24" rx="3" ry="3" fill="#22c55e" />
-  <rect x="172.0" y="408" width="24.0" height="24" rx="3" ry="3" fill="#22c55e" />
-  <rect x="198.0" y="408" width="24.0" height="24" rx="3" ry="3" fill="#22c55e" />
-  <rect x="224.0" y="408" width="24.0" height="24" rx="3" ry="3" fill="#22c55e" />
-  <rect x="250.0" y="408" width="24.0" height="24" rx="3" ry="3" fill="#22c55e" />
-  <rect x="276.0" y="408" width="24.0" height="24" rx="3" ry="3" fill="#22c55e" />
-  <rect x="302.0" y="408" width="24.0" height="24" rx="3" ry="3" fill="#22c55e" />
-  <rect x="328.0" y="408" width="24.0" height="24" rx="3" ry="3" fill="#22c55e" />
-  <rect x="354.0" y="408" width="24.0" height="24" rx="3" ry="3" fill="#1e293b" />
-  <rect x="380.0" y="408" width="24.0" height="24" rx="3" ry="3" fill="#1e293b" />
-  <rect x="406.0" y="408" width="24.0" height="24" rx="3" ry="3" fill="#1e293b" />
-  <rect x="432.0" y="408" width="24.0" height="24" rx="3" ry="3" fill="#1e293b" />
-  <rect x="458.0" y="408" width="24.0" height="24" rx="3" ry="3" fill="#1e293b" />
-  <rect x="484.0" y="408" width="24.0" height="24" rx="3" ry="3" fill="#1e293b" />
-  <rect x="510.0" y="408" width="24.0" height="24" rx="3" ry="3" fill="#1e293b" />
-  <rect x="588.0" y="408" width="24.0" height="24" rx="3" ry="3" fill="#22c55e" />
-  <rect x="614.0" y="408" width="24.0" height="24" rx="3" ry="3" fill="#22c55e" />
-  <rect x="640.0" y="408" width="24.0" height="24" rx="3" ry="3" fill="#1e293b" />
-  <rect x="666.0" y="408" width="24.0" height="24" rx="3" ry="3" fill="#1e293b" />
-  <rect x="120.0" y="434" width="24.0" height="24" rx="3" ry="3" fill="#1e293b" />
-  <rect x="146.0" y="434" width="24.0" height="24" rx="3" ry="3" fill="#1e293b" />
-  <rect x="172.0" y="434" width="24.0" height="24" rx="3" ry="3" fill="#22c55e" />
-  <rect x="198.0" y="434" width="24.0" height="24" rx="3" ry="3" fill="#22c55e" />
-  <rect x="224.0" y="434" width="24.0" height="24" rx="3" ry="3" fill="#22c55e" />
-  <rect x="250.0" y="434" width="24.0" height="24" rx="3" ry="3" fill="#22c55e" />
-  <rect x="276.0" y="434" width="24.0" height="24" rx="3" ry="3" fill="#22c55e" />
-  <rect x="302.0" y="434" width="24.0" height="24" rx="3" ry="3" fill="#22c55e" />
-  <rect x="328.0" y="434" width="24.0" height="24" rx="3" ry="3" fill="#22c55e" />
-  <rect x="354.0" y="434" width="24.0" height="24" rx="3" ry="3" fill="#22c55e" />
-  <rect x="380.0" y="434" width="24.0" height="24" rx="3" ry="3" fill="#1e293b" />
-  <rect x="406.0" y="434" width="24.0" height="24" rx="3" ry="3" fill="#1e293b" />
-  <rect x="432.0" y="434" width="24.0" height="24" rx="3" ry="3" fill="#1e293b" />
-  <rect x="458.0" y="434" width="24.0" height="24" rx="3" ry="3" fill="#1e293b" />
-  <rect x="484.0" y="434" width="24.0" height="24" rx="3" ry="3" fill="#1e293b" />
-  <rect x="510.0" y="434" width="24.0" height="24" rx="3" ry="3" fill="#1e293b" />
-  <rect x="588.0" y="434" width="24.0" height="24" rx="3" ry="3" fill="#22c55e" />
-  <rect x="614.0" y="434" width="24.0" height="24" rx="3" ry="3" fill="#22c55e" />
-  <rect x="640.0" y="434" width="24.0" height="24" rx="3" ry="3" fill="#1e293b" />
-  <rect x="666.0" y="434" width="24.0" height="24" rx="3" ry="3" fill="#1e293b" />
-  <rect x="120.0" y="460" width="24.0" height="24" rx="3" ry="3" fill="#1e293b" />
-  <rect x="146.0" y="460" width="24.0" height="24" rx="3" ry="3" fill="#1e293b" />
-  <rect x="172.0" y="460" width="24.0" height="24" rx="3" ry="3" fill="#1e293b" />
-  <rect x="198.0" y="460" width="24.0" height="24" rx="3" ry="3" fill="#22c55e" />
-  <rect x="224.0" y="460" width="24.0" height="24" rx="3" ry="3" fill="#22c55e" />
-  <rect x="250.0" y="460" width="24.0" height="24" rx="3" ry="3" fill="#22c55e" />
-  <rect x="276.0" y="460" width="24.0" height="24" rx="3" ry="3" fill="#22c55e" />
-  <rect x="302.0" y="460" width="24.0" height="24" rx="3" ry="3" fill="#22c55e" />
-  <rect x="328.0" y="460" width="24.0" height="24" rx="3" ry="3" fill="#22c55e" />
-  <rect x="354.0" y="460" width="24.0" height="24" rx="3" ry="3" fill="#22c55e" />
-  <rect x="380.0" y="460" width="24.0" height="24" rx="3" ry="3" fill="#22c55e" />
-  <rect x="406.0" y="460" width="24.0" height="24" rx="3" ry="3" fill="#1e293b" />
-  <rect x="432.0" y="460" width="24.0" height="24" rx="3" ry="3" fill="#1e293b" />
-  <rect x="458.0" y="460" width="24.0" height="24" rx="3" ry="3" fill="#1e293b" />
-  <rect x="484.0" y="460" width="24.0" height="24" rx="3" ry="3" fill="#1e293b" />
-  <rect x="510.0" y="460" width="24.0" height="24" rx="3" ry="3" fill="#1e293b" />
-  <rect x="588.0" y="460" width="24.0" height="24" rx="3" ry="3" fill="#22c55e" />
-  <rect x="614.0" y="460" width="24.0" height="24" rx="3" ry="3" fill="#22c55e" />
-  <rect x="640.0" y="460" width="24.0" height="24" rx="3" ry="3" fill="#1e293b" />
-  <rect x="666.0" y="460" width="24.0" height="24" rx="3" ry="3" fill="#1e293b" />
-  <rect x="120.0" y="486" width="24.0" height="24" rx="3" ry="3" fill="#1e293b" />
-  <rect x="146.0" y="486" width="24.0" height="24" rx="3" ry="3" fill="#1e293b" />
-  <rect x="172.0" y="486" width="24.0" height="24" rx="3" ry="3" fill="#1e293b" />
-  <rect x="198.0" y="486" width="24.0" height="24" rx="3" ry="3" fill="#1e293b" />
-  <rect x="224.0" y="486" width="24.0" height="24" rx="3" ry="3" fill="#22c55e" />
-  <rect x="250.0" y="486" width="24.0" height="24" rx="3" ry="3" fill="#22c55e" />
-  <rect x="276.0" y="486" width="24.0" height="24" rx="3" ry="3" fill="#22c55e" />
-  <rect x="302.0" y="486" width="24.0" height="24" rx="3" ry="3" fill="#22c55e" />
-  <rect x="328.0" y="486" width="24.0" height="24" rx="3" ry="3" fill="#22c55e" />
-  <rect x="354.0" y="486" width="24.0" height="24" rx="3" ry="3" fill="#22c55e" />
-  <rect x="380.0" y="486" width="24.0" height="24" rx="3" ry="3" fill="#22c55e" />
-  <rect x="406.0" y="486" width="24.0" height="24" rx="3" ry="3" fill="#22c55e" />
-  <rect x="432.0" y="486" width="24.0" height="24" rx="3" ry="3" fill="#1e293b" />
-  <rect x="458.0" y="486" width="24.0" height="24" rx="3" ry="3" fill="#1e293b" />
-  <rect x="484.0" y="486" width="24.0" height="24" rx="3" ry="3" fill="#1e293b" />
-  <rect x="510.0" y="486" width="24.0" height="24" rx="3" ry="3" fill="#1e293b" />
-  <rect x="588.0" y="486" width="24.0" height="24" rx="3" ry="3" fill="#22c55e" />
-  <rect x="614.0" y="486" width="24.0" height="24" rx="3" ry="3" fill="#ef4444" />
-  <rect x="640.0" y="486" width="24.0" height="24" rx="3" ry="3" fill="#22c55e" />
-  <rect x="666.0" y="486" width="24.0" height="24" rx="3" ry="3" fill="#1e293b" />
-  <rect x="120.0" y="512" width="24.0" height="24" rx="3" ry="3" fill="#1e293b" />
-  <rect x="146.0" y="512" width="24.0" height="24" rx="3" ry="3" fill="#1e293b" />
-  <rect x="172.0" y="512" width="24.0" height="24" rx="3" ry="3" fill="#1e293b" />
-  <rect x="198.0" y="512" width="24.0" height="24" rx="3" ry="3" fill="#1e293b" />
-  <rect x="224.0" y="512" width="24.0" height="24" rx="3" ry="3" fill="#1e293b" />
-  <rect x="250.0" y="512" width="24.0" height="24" rx="3" ry="3" fill="#22c55e" />
-  <rect x="276.0" y="512" width="24.0" height="24" rx="3" ry="3" fill="#22c55e" />
-  <rect x="302.0" y="512" width="24.0" height="24" rx="3" ry="3" fill="#22c55e" />
-  <rect x="328.0" y="512" width="24.0" height="24" rx="3" ry="3" fill="#22c55e" />
-  <rect x="354.0" y="512" width="24.0" height="24" rx="3" ry="3" fill="#22c55e" />
-  <rect x="380.0" y="512" width="24.0" height="24" rx="3" ry="3" fill="#22c55e" />
-  <rect x="406.0" y="512" width="24.0" height="24" rx="3" ry="3" fill="#22c55e" />
-  <rect x="432.0" y="512" width="24.0" height="24" rx="3" ry="3" fill="#22c55e" />
-  <rect x="458.0" y="512" width="24.0" height="24" rx="3" ry="3" fill="#1e293b" />
-  <rect x="484.0" y="512" width="24.0" height="24" rx="3" ry="3" fill="#1e293b" />
-  <rect x="510.0" y="512" width="24.0" height="24" rx="3" ry="3" fill="#1e293b" />
-  <rect x="588.0" y="512" width="24.0" height="24" rx="3" ry="3" fill="#22c55e" />
-  <rect x="614.0" y="512" width="24.0" height="24" rx="3" ry="3" fill="#ef4444" />
-  <rect x="640.0" y="512" width="24.0" height="24" rx="3" ry="3" fill="#22c55e" />
-  <rect x="666.0" y="512" width="24.0" height="24" rx="3" ry="3" fill="#1e293b" />
-  <rect x="120.0" y="538" width="24.0" height="24" rx="3" ry="3" fill="#1e293b" />
-  <rect x="146.0" y="538" width="24.0" height="24" rx="3" ry="3" fill="#1e293b" />
-  <rect x="172.0" y="538" width="24.0" height="24" rx="3" ry="3" fill="#1e293b" />
-  <rect x="198.0" y="538" width="24.0" height="24" rx="3" ry="3" fill="#1e293b" />
-  <rect x="224.0" y="538" width="24.0" height="24" rx="3" ry="3" fill="#1e293b" />
-  <rect x="250.0" y="538" width="24.0" height="24" rx="3" ry="3" fill="#1e293b" />
-  <rect x="276.0" y="538" width="24.0" height="24" rx="3" ry="3" fill="#22c55e" />
-  <rect x="302.0" y="538" width="24.0" height="24" rx="3" ry="3" fill="#22c55e" />
-  <rect x="328.0" y="538" width="24.0" height="24" rx="3" ry="3" fill="#22c55e" />
-  <rect x="354.0" y="538" width="24.0" height="24" rx="3" ry="3" fill="#22c55e" />
-  <rect x="380.0" y="538" width="24.0" height="24" rx="3" ry="3" fill="#22c55e" />
-  <rect x="406.0" y="538" width="24.0" height="24" rx="3" ry="3" fill="#22c55e" />
-  <rect x="432.0" y="538" width="24.0" height="24" rx="3" ry="3" fill="#22c55e" />
-  <rect x="458.0" y="538" width="24.0" height="24" rx="3" ry="3" fill="#22c55e" />
-  <rect x="484.0" y="538" width="24.0" height="24" rx="3" ry="3" fill="#1e293b" />
-  <rect x="510.0" y="538" width="24.0" height="24" rx="3" ry="3" fill="#1e293b" />
-  <rect x="588.0" y="538" width="24.0" height="24" rx="3" ry="3" fill="#ef4444" />
-  <rect x="614.0" y="538" width="24.0" height="24" rx="3" ry="3" fill="#22c55e" />
-  <rect x="640.0" y="538" width="24.0" height="24" rx="3" ry="3" fill="#22c55e" />
-  <rect x="666.0" y="538" width="24.0" height="24" rx="3" ry="3" fill="#1e293b" />
-  <rect x="120.0" y="564" width="24.0" height="24" rx="3" ry="3" fill="#1e293b" />
-  <rect x="146.0" y="564" width="24.0" height="24" rx="3" ry="3" fill="#1e293b" />
-  <rect x="172.0" y="564" width="24.0" height="24" rx="3" ry="3" fill="#1e293b" />
-  <rect x="198.0" y="564" width="24.0" height="24" rx="3" ry="3" fill="#1e293b" />
-  <rect x="224.0" y="564" width="24.0" height="24" rx="3" ry="3" fill="#1e293b" />
-  <rect x="250.0" y="564" width="24.0" height="24" rx="3" ry="3" fill="#1e293b" />
-  <rect x="276.0" y="564" width="24.0" height="24" rx="3" ry="3" fill="#1e293b" />
-  <rect x="302.0" y="564" width="24.0" height="24" rx="3" ry="3" fill="#22c55e" />
-  <rect x="328.0" y="564" width="24.0" height="24" rx="3" ry="3" fill="#22c55e" />
-  <rect x="354.0" y="564" width="24.0" height="24" rx="3" ry="3" fill="#22c55e" />
-  <rect x="380.0" y="564" width="24.0" height="24" rx="3" ry="3" fill="#22c55e" />
-  <rect x="406.0" y="564" width="24.0" height="24" rx="3" ry="3" fill="#22c55e" />
-  <rect x="432.0" y="564" width="24.0" height="24" rx="3" ry="3" fill="#22c55e" />
-  <rect x="458.0" y="564" width="24.0" height="24" rx="3" ry="3" fill="#22c55e" />
-  <rect x="484.0" y="564" width="24.0" height="24" rx="3" ry="3" fill="#22c55e" />
-  <rect x="510.0" y="564" width="24.0" height="24" rx="3" ry="3" fill="#1e293b" />
-  <rect x="588.0" y="564" width="24.0" height="24" rx="3" ry="3" fill="#ef4444" />
-  <rect x="614.0" y="564" width="24.0" height="24" rx="3" ry="3" fill="#22c55e" />
-  <rect x="640.0" y="564" width="24.0" height="24" rx="3" ry="3" fill="#22c55e" />
-  <rect x="666.0" y="564" width="24.0" height="24" rx="3" ry="3" fill="#1e293b" />
-  <rect x="120.0" y="590" width="24.0" height="24" rx="3" ry="3" fill="#1e293b" />
-  <rect x="146.0" y="590" width="24.0" height="24" rx="3" ry="3" fill="#1e293b" />
-  <rect x="172.0" y="590" width="24.0" height="24" rx="3" ry="3" fill="#1e293b" />
-  <rect x="198.0" y="590" width="24.0" height="24" rx="3" ry="3" fill="#1e293b" />
-  <rect x="224.0" y="590" width="24.0" height="24" rx="3" ry="3" fill="#1e293b" />
-  <rect x="250.0" y="590" width="24.0" height="24" rx="3" ry="3" fill="#1e293b" />
-  <rect x="276.0" y="590" width="24.0" height="24" rx="3" ry="3" fill="#1e293b" />
-  <rect x="302.0" y="590" width="24.0" height="24" rx="3" ry="3" fill="#1e293b" />
-  <rect x="328.0" y="590" width="24.0" height="24" rx="3" ry="3" fill="#22c55e" />
-  <rect x="354.0" y="590" width="24.0" height="24" rx="3" ry="3" fill="#22c55e" />
-  <rect x="380.0" y="590" width="24.0" height="24" rx="3" ry="3" fill="#22c55e" />
-  <rect x="406.0" y="590" width="24.0" height="24" rx="3" ry="3" fill="#22c55e" />
-  <rect x="432.0" y="590" width="24.0" height="24" rx="3" ry="3" fill="#22c55e" />
-  <rect x="458.0" y="590" width="24.0" height="24" rx="3" ry="3" fill="#22c55e" />
-  <rect x="484.0" y="590" width="24.0" height="24" rx="3" ry="3" fill="#22c55e" />
-  <rect x="510.0" y="590" width="24.0" height="24" rx="3" ry="3" fill="#22c55e" />
-  <rect x="588.0" y="590" width="24.0" height="24" rx="3" ry="3" fill="#22c55e" />
-  <rect x="614.0" y="590" width="24.0" height="24" rx="3" ry="3" fill="#ef4444" />
-  <rect x="640.0" y="590" width="24.0" height="24" rx="3" ry="3" fill="#22c55e" />
-  <rect x="666.0" y="590" width="24.0" height="24" rx="3" ry="3" fill="#ef4444" />
-  <rect x="120" y="632" width="14" height="14" rx="3" ry="3" fill="#22c55e" />
-  <text x="140" y="644" fill="#f8fafc">attended-to</text>
-  <rect x="235.5" y="632" width="14" height="14" rx="3" ry="3" fill="#1e293b" />
-  <text x="255.5" y="644" fill="#f8fafc">masked (not causally ready)</text>
-  <rect x="455.0" y="632" width="14" height="14" rx="3" ry="3" fill="#ef4444" />
-  <text x="475.0" y="644" fill="#f8fafc">indexer-masked (top-k did not pick)</text>
-  <text x="120" y="668" fill="#94a3b8" font-size="11" font-weight="600">Compressed cache contents</text>
-  <text x="120" y="686" fill="#f8fafc" font-size="11">C0  =  compress( The,  quick,  brown,  fox )</text>
-  <text x="120" y="704" fill="#f8fafc" font-size="11">C1  =  compress( jumps,  over,  the,  lazy )</text>
-  <text x="120" y="722" fill="#f8fafc" font-size="11">C2  =  compress( dog,  ate,  a,  small )</text>
-  <text x="120" y="740" fill="#f8fafc" font-size="11">C3  =  compress( red,  fish,  this,  morning )</text>
-</svg>
\ No newline at end of file
diff --git a/deepseek_v4/deepseek_v4_mask_layer2_heavily_compressed_attention.svg b/deepseek_v4/deepseek_v4_mask_layer2_heavily_compressed_attention.svg
deleted file mode 100644
index bc83d0a1d2bc74dd3275215bb58004dcade52812..0000000000000000000000000000000000000000
--- a/deepseek_v4/deepseek_v4_mask_layer2_heavily_compressed_attention.svg
+++ /dev/null
@@ -1,372 +0,0 @@
-<svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 662.0 738" width="662.0" height="738" preserveAspectRatio="xMinYMin meet" font-family="ui-monospace, SFMono-Regular, Menlo, monospace" font-size="11">
-  <rect x="0" y="0" width="662.0" height="738" fill="#0b1220" />
-  <text x="120" y="20" font-size="15" font-weight="600" fill="#f8fafc">Layer 2: heavily_compressed_attention</text>
-  <text x="120" y="40" fill="#94a3b8">shape=[16, 18]   keys →   queries ↓</text>
-  <text x="120" y="60" fill="#22c55e">m=8 · 2 entries</text>
-  <text x="132.0" y="130" text-anchor="middle" fill="#94a3b8" font-size="10">0</text>
-  <text x="132.0" y="192" text-anchor="start" transform="rotate(-90 132.0 192)" fill="#f8fafc" font-size="12" font-style="italic">The</text>
-  <text x="158.0" y="130" text-anchor="middle" fill="#94a3b8" font-size="10">1</text>
-  <text x="158.0" y="192" text-anchor="start" transform="rotate(-90 158.0 192)" fill="#f8fafc" font-size="12" font-style="italic">quick</text>
-  <text x="184.0" y="130" text-anchor="middle" fill="#94a3b8" font-size="10">2</text>
-  <text x="184.0" y="192" text-anchor="start" transform="rotate(-90 184.0 192)" fill="#f8fafc" font-size="12" font-style="italic">brown</text>
-  <text x="210.0" y="130" text-anchor="middle" fill="#94a3b8" font-size="10">3</text>
-  <text x="210.0" y="192" text-anchor="start" transform="rotate(-90 210.0 192)" fill="#f8fafc" font-size="12" font-style="italic">fox</text>
-  <text x="236.0" y="130" text-anchor="middle" fill="#94a3b8" font-size="10">4</text>
-  <text x="236.0" y="192" text-anchor="start" transform="rotate(-90 236.0 192)" fill="#f8fafc" font-size="12" font-style="italic">jumps</text>
-  <text x="262.0" y="130" text-anchor="middle" fill="#94a3b8" font-size="10">5</text>
-  <text x="262.0" y="192" text-anchor="start" transform="rotate(-90 262.0 192)" fill="#f8fafc" font-size="12" font-style="italic">over</text>
-  <text x="288.0" y="130" text-anchor="middle" fill="#94a3b8" font-size="10">6</text>
-  <text x="288.0" y="192" text-anchor="start" transform="rotate(-90 288.0 192)" fill="#f8fafc" font-size="12" font-style="italic">the</text>
-  <text x="314.0" y="130" text-anchor="middle" fill="#94a3b8" font-size="10">7</text>
-  <text x="314.0" y="192" text-anchor="start" transform="rotate(-90 314.0 192)" fill="#f8fafc" font-size="12" font-style="italic">lazy</text>
-  <text x="340.0" y="130" text-anchor="middle" fill="#94a3b8" font-size="10">8</text>
-  <text x="340.0" y="192" text-anchor="start" transform="rotate(-90 340.0 192)" fill="#f8fafc" font-size="12" font-style="italic">dog</text>
-  <text x="366.0" y="130" text-anchor="middle" fill="#94a3b8" font-size="10">9</text>
-  <text x="366.0" y="192" text-anchor="start" transform="rotate(-90 366.0 192)" fill="#f8fafc" font-size="12" font-style="italic">ate</text>
-  <text x="392.0" y="130" text-anchor="middle" fill="#94a3b8" font-size="10">10</text>
-  <text x="392.0" y="192" text-anchor="start" transform="rotate(-90 392.0 192)" fill="#f8fafc" font-size="12" font-style="italic">a</text>
-  <text x="418.0" y="130" text-anchor="middle" fill="#94a3b8" font-size="10">11</text>
-  <text x="418.0" y="192" text-anchor="start" transform="rotate(-90 418.0 192)" fill="#f8fafc" font-size="12" font-style="italic">small</text>
-  <text x="444.0" y="130" text-anchor="middle" fill="#94a3b8" font-size="10">12</text>
-  <text x="444.0" y="192" text-anchor="start" transform="rotate(-90 444.0 192)" fill="#f8fafc" font-size="12" font-style="italic">red</text>
-  <text x="470.0" y="130" text-anchor="middle" fill="#94a3b8" font-size="10">13</text>
-  <text x="470.0" y="192" text-anchor="start" transform="rotate(-90 470.0 192)" fill="#f8fafc" font-size="12" font-style="italic">fish</text>
-  <text x="496.0" y="130" text-anchor="middle" fill="#94a3b8" font-size="10">14</text>
-  <text x="496.0" y="192" text-anchor="start" transform="rotate(-90 496.0 192)" fill="#f8fafc" font-size="12" font-style="italic">this</text>
-  <text x="522.0" y="130" text-anchor="middle" fill="#94a3b8" font-size="10">15</text>
-  <text x="522.0" y="192" text-anchor="start" transform="rotate(-90 522.0 192)" fill="#f8fafc" font-size="12" font-style="italic">morning</text>
-  <text x="600.0" y="130" text-anchor="middle" fill="#22c55e" font-size="11" font-weight="700">C0</text>
-  <text x="626.0" y="130" text-anchor="middle" fill="#22c55e" font-size="11" font-weight="700">C1</text>
-  <text x="327.0" y="98" text-anchor="middle" fill="#f8fafc" font-size="12" font-weight="600">Sliding K=V cache</text>
-  <text x="613.0" y="98" text-anchor="middle" fill="#f8fafc" font-size="12" font-weight="600">Compressed cache</text>
-  <text x="561.0" y="98" text-anchor="middle" fill="#94a3b8" font-size="14" font-weight="700">⊕</text>
-  <text x="561.0" y="112" text-anchor="middle" fill="#94a3b8" font-size="9">cat dim=-1</text>
-  <text x="6" y="216.0" fill="#94a3b8" font-size="10">q 0</text>
-  <text x="112" y="216.0" text-anchor="end" fill="#f8fafc" font-size="12" font-style="italic">The</text>
-  <text x="6" y="242.0" fill="#94a3b8" font-size="10">q 1</text>
-  <text x="112" y="242.0" text-anchor="end" fill="#f8fafc" font-size="12" font-style="italic">quick</text>
-  <text x="6" y="268.0" fill="#94a3b8" font-size="10">q 2</text>
-  <text x="112" y="268.0" text-anchor="end" fill="#f8fafc" font-size="12" font-style="italic">brown</text>
-  <text x="6" y="294.0" fill="#94a3b8" font-size="10">q 3</text>
-  <text x="112" y="294.0" text-anchor="end" fill="#f8fafc" font-size="12" font-style="italic">fox</text>
-  <text x="6" y="320.0" fill="#94a3b8" font-size="10">q 4</text>
-  <text x="112" y="320.0" text-anchor="end" fill="#f8fafc" font-size="12" font-style="italic">jumps</text>
-  <text x="6" y="346.0" fill="#94a3b8" font-size="10">q 5</text>
-  <text x="112" y="346.0" text-anchor="end" fill="#f8fafc" font-size="12" font-style="italic">over</text>
-  <text x="6" y="372.0" fill="#94a3b8" font-size="10">q 6</text>
-  <text x="112" y="372.0" text-anchor="end" fill="#f8fafc" font-size="12" font-style="italic">the</text>
-  <text x="6" y="398.0" fill="#94a3b8" font-size="10">q 7</text>
-  <text x="112" y="398.0" text-anchor="end" fill="#f8fafc" font-size="12" font-style="italic">lazy</text>
-  <text x="6" y="424.0" fill="#94a3b8" font-size="10">q 8</text>
-  <text x="112" y="424.0" text-anchor="end" fill="#f8fafc" font-size="12" font-style="italic">dog</text>
-  <text x="6" y="450.0" fill="#94a3b8" font-size="10">q 9</text>
-  <text x="112" y="450.0" text-anchor="end" fill="#f8fafc" font-size="12" font-style="italic">ate</text>
-  <text x="6" y="476.0" fill="#94a3b8" font-size="10">q10</text>
-  <text x="112" y="476.0" text-anchor="end" fill="#f8fafc" font-size="12" font-style="italic">a</text>
-  <text x="6" y="502.0" fill="#94a3b8" font-size="10">q11</text>
-  <text x="112" y="502.0" text-anchor="end" fill="#f8fafc" font-size="12" font-style="italic">small</text>
-  <text x="6" y="528.0" fill="#94a3b8" font-size="10">q12</text>
-  <text x="112" y="528.0" text-anchor="end" fill="#f8fafc" font-size="12" font-style="italic">red</text>
-  <text x="6" y="554.0" fill="#94a3b8" font-size="10">q13</text>
-  <text x="112" y="554.0" text-anchor="end" fill="#f8fafc" font-size="12" font-style="italic">fish</text>
-  <text x="6" y="580.0" fill="#94a3b8" font-size="10">q14</text>
-  <text x="112" y="580.0" text-anchor="end" fill="#f8fafc" font-size="12" font-style="italic">this</text>
-  <text x="6" y="606.0" fill="#94a3b8" font-size="10">q15</text>
-  <text x="112" y="606.0" text-anchor="end" fill="#f8fafc" font-size="12" font-style="italic">morning</text>
-  <line x1="560.0" y1="172" x2="560.0" y2="614.0" stroke="#475569" stroke-width="1" stroke-dasharray="4 3" />
-  <rect x="120.0" y="200" width="24.0" height="24" rx="3" ry="3" fill="#22c55e" />
-  <rect x="146.0" y="200" width="24.0" height="24" rx="3" ry="3" fill="#1e293b" />
-  <rect x="172.0" y="200" width="24.0" height="24" rx="3" ry="3" fill="#1e293b" />
-  <rect x="198.0" y="200" width="24.0" height="24" rx="3" ry="3" fill="#1e293b" />
-  <rect x="224.0" y="200" width="24.0" height="24" rx="3" ry="3" fill="#1e293b" />
-  <rect x="250.0" y="200" width="24.0" height="24" rx="3" ry="3" fill="#1e293b" />
-  <rect x="276.0" y="200" width="24.0" height="24" rx="3" ry="3" fill="#1e293b" />
-  <rect x="302.0" y="200" width="24.0" height="24" rx="3" ry="3" fill="#1e293b" />
-  <rect x="328.0" y="200" width="24.0" height="24" rx="3" ry="3" fill="#1e293b" />
-  <rect x="354.0" y="200" width="24.0" height="24" rx="3" ry="3" fill="#1e293b" />
-  <rect x="380.0" y="200" width="24.0" height="24" rx="3" ry="3" fill="#1e293b" />
-  <rect x="406.0" y="200" width="24.0" height="24" rx="3" ry="3" fill="#1e293b" />
-  <rect x="432.0" y="200" width="24.0" height="24" rx="3" ry="3" fill="#1e293b" />
-  <rect x="458.0" y="200" width="24.0" height="24" rx="3" ry="3" fill="#1e293b" />
-  <rect x="484.0" y="200" width="24.0" height="24" rx="3" ry="3" fill="#1e293b" />
-  <rect x="510.0" y="200" width="24.0" height="24" rx="3" ry="3" fill="#1e293b" />
-  <rect x="588.0" y="200" width="24.0" height="24" rx="3" ry="3" fill="#1e293b" />
-  <rect x="614.0" y="200" width="24.0" height="24" rx="3" ry="3" fill="#1e293b" />
-  <rect x="120.0" y="226" width="24.0" height="24" rx="3" ry="3" fill="#22c55e" />
-  <rect x="146.0" y="226" width="24.0" height="24" rx="3" ry="3" fill="#22c55e" />
-  <rect x="172.0" y="226" width="24.0" height="24" rx="3" ry="3" fill="#1e293b" />
-  <rect x="198.0" y="226" width="24.0" height="24" rx="3" ry="3" fill="#1e293b" />
-  <rect x="224.0" y="226" width="24.0" height="24" rx="3" ry="3" fill="#1e293b" />
-  <rect x="250.0" y="226" width="24.0" height="24" rx="3" ry="3" fill="#1e293b" />
-  <rect x="276.0" y="226" width="24.0" height="24" rx="3" ry="3" fill="#1e293b" />
-  <rect x="302.0" y="226" width="24.0" height="24" rx="3" ry="3" fill="#1e293b" />
-  <rect x="328.0" y="226" width="24.0" height="24" rx="3" ry="3" fill="#1e293b" />
-  <rect x="354.0" y="226" width="24.0" height="24" rx="3" ry="3" fill="#1e293b" />
-  <rect x="380.0" y="226" width="24.0" height="24" rx="3" ry="3" fill="#1e293b" />
-  <rect x="406.0" y="226" width="24.0" height="24" rx="3" ry="3" fill="#1e293b" />
-  <rect x="432.0" y="226" width="24.0" height="24" rx="3" ry="3" fill="#1e293b" />
-  <rect x="458.0" y="226" width="24.0" height="24" rx="3" ry="3" fill="#1e293b" />
-  <rect x="484.0" y="226" width="24.0" height="24" rx="3" ry="3" fill="#1e293b" />
-  <rect x="510.0" y="226" width="24.0" height="24" rx="3" ry="3" fill="#1e293b" />
-  <rect x="588.0" y="226" width="24.0" height="24" rx="3" ry="3" fill="#1e293b" />
-  <rect x="614.0" y="226" width="24.0" height="24" rx="3" ry="3" fill="#1e293b" />
-  <rect x="120.0" y="252" width="24.0" height="24" rx="3" ry="3" fill="#22c55e" />
-  <rect x="146.0" y="252" width="24.0" height="24" rx="3" ry="3" fill="#22c55e" />
-  <rect x="172.0" y="252" width="24.0" height="24" rx="3" ry="3" fill="#22c55e" />
-  <rect x="198.0" y="252" width="24.0" height="24" rx="3" ry="3" fill="#1e293b" />
-  <rect x="224.0" y="252" width="24.0" height="24" rx="3" ry="3" fill="#1e293b" />
-  <rect x="250.0" y="252" width="24.0" height="24" rx="3" ry="3" fill="#1e293b" />
-  <rect x="276.0" y="252" width="24.0" height="24" rx="3" ry="3" fill="#1e293b" />
-  <rect x="302.0" y="252" width="24.0" height="24" rx="3" ry="3" fill="#1e293b" />
-  <rect x="328.0" y="252" width="24.0" height="24" rx="3" ry="3" fill="#1e293b" />
-  <rect x="354.0" y="252" width="24.0" height="24" rx="3" ry="3" fill="#1e293b" />
-  <rect x="380.0" y="252" width="24.0" height="24" rx="3" ry="3" fill="#1e293b" />
-  <rect x="406.0" y="252" width="24.0" height="24" rx="3" ry="3" fill="#1e293b" />
-  <rect x="432.0" y="252" width="24.0" height="24" rx="3" ry="3" fill="#1e293b" />
-  <rect x="458.0" y="252" width="24.0" height="24" rx="3" ry="3" fill="#1e293b" />
-  <rect x="484.0" y="252" width="24.0" height="24" rx="3" ry="3" fill="#1e293b" />
-  <rect x="510.0" y="252" width="24.0" height="24" rx="3" ry="3" fill="#1e293b" />
-  <rect x="588.0" y="252" width="24.0" height="24" rx="3" ry="3" fill="#1e293b" />
-  <rect x="614.0" y="252" width="24.0" height="24" rx="3" ry="3" fill="#1e293b" />
-  <rect x="120.0" y="278" width="24.0" height="24" rx="3" ry="3" fill="#22c55e" />
-  <rect x="146.0" y="278" width="24.0" height="24" rx="3" ry="3" fill="#22c55e" />
-  <rect x="172.0" y="278" width="24.0" height="24" rx="3" ry="3" fill="#22c55e" />
-  <rect x="198.0" y="278" width="24.0" height="24" rx="3" ry="3" fill="#22c55e" />
-  <rect x="224.0" y="278" width="24.0" height="24" rx="3" ry="3" fill="#1e293b" />
-  <rect x="250.0" y="278" width="24.0" height="24" rx="3" ry="3" fill="#1e293b" />
-  <rect x="276.0" y="278" width="24.0" height="24" rx="3" ry="3" fill="#1e293b" />
-  <rect x="302.0" y="278" width="24.0" height="24" rx="3" ry="3" fill="#1e293b" />
-  <rect x="328.0" y="278" width="24.0" height="24" rx="3" ry="3" fill="#1e293b" />
-  <rect x="354.0" y="278" width="24.0" height="24" rx="3" ry="3" fill="#1e293b" />
-  <rect x="380.0" y="278" width="24.0" height="24" rx="3" ry="3" fill="#1e293b" />
-  <rect x="406.0" y="278" width="24.0" height="24" rx="3" ry="3" fill="#1e293b" />
-  <rect x="432.0" y="278" width="24.0" height="24" rx="3" ry="3" fill="#1e293b" />
-  <rect x="458.0" y="278" width="24.0" height="24" rx="3" ry="3" fill="#1e293b" />
-  <rect x="484.0" y="278" width="24.0" height="24" rx="3" ry="3" fill="#1e293b" />
-  <rect x="510.0" y="278" width="24.0" height="24" rx="3" ry="3" fill="#1e293b" />
-  <rect x="588.0" y="278" width="24.0" height="24" rx="3" ry="3" fill="#1e293b" />
-  <rect x="614.0" y="278" width="24.0" height="24" rx="3" ry="3" fill="#1e293b" />
-  <rect x="120.0" y="304" width="24.0" height="24" rx="3" ry="3" fill="#22c55e" />
-  <rect x="146.0" y="304" width="24.0" height="24" rx="3" ry="3" fill="#22c55e" />
-  <rect x="172.0" y="304" width="24.0" height="24" rx="3" ry="3" fill="#22c55e" />
-  <rect x="198.0" y="304" width="24.0" height="24" rx="3" ry="3" fill="#22c55e" />
-  <rect x="224.0" y="304" width="24.0" height="24" rx="3" ry="3" fill="#22c55e" />
-  <rect x="250.0" y="304" width="24.0" height="24" rx="3" ry="3" fill="#1e293b" />
-  <rect x="276.0" y="304" width="24.0" height="24" rx="3" ry="3" fill="#1e293b" />
-  <rect x="302.0" y="304" width="24.0" height="24" rx="3" ry="3" fill="#1e293b" />
-  <rect x="328.0" y="304" width="24.0" height="24" rx="3" ry="3" fill="#1e293b" />
-  <rect x="354.0" y="304" width="24.0" height="24" rx="3" ry="3" fill="#1e293b" />
-  <rect x="380.0" y="304" width="24.0" height="24" rx="3" ry="3" fill="#1e293b" />
-  <rect x="406.0" y="304" width="24.0" height="24" rx="3" ry="3" fill="#1e293b" />
-  <rect x="432.0" y="304" width="24.0" height="24" rx="3" ry="3" fill="#1e293b" />
-  <rect x="458.0" y="304" width="24.0" height="24" rx="3" ry="3" fill="#1e293b" />
-  <rect x="484.0" y="304" width="24.0" height="24" rx="3" ry="3" fill="#1e293b" />
-  <rect x="510.0" y="304" width="24.0" height="24" rx="3" ry="3" fill="#1e293b" />
-  <rect x="588.0" y="304" width="24.0" height="24" rx="3" ry="3" fill="#1e293b" />
-  <rect x="614.0" y="304" width="24.0" height="24" rx="3" ry="3" fill="#1e293b" />
-  <rect x="120.0" y="330" width="24.0" height="24" rx="3" ry="3" fill="#22c55e" />
-  <rect x="146.0" y="330" width="24.0" height="24" rx="3" ry="3" fill="#22c55e" />
-  <rect x="172.0" y="330" width="24.0" height="24" rx="3" ry="3" fill="#22c55e" />
-  <rect x="198.0" y="330" width="24.0" height="24" rx="3" ry="3" fill="#22c55e" />
-  <rect x="224.0" y="330" width="24.0" height="24" rx="3" ry="3" fill="#22c55e" />
-  <rect x="250.0" y="330" width="24.0" height="24" rx="3" ry="3" fill="#22c55e" />
-  <rect x="276.0" y="330" width="24.0" height="24" rx="3" ry="3" fill="#1e293b" />
-  <rect x="302.0" y="330" width="24.0" height="24" rx="3" ry="3" fill="#1e293b" />
-  <rect x="328.0" y="330" width="24.0" height="24" rx="3" ry="3" fill="#1e293b" />
-  <rect x="354.0" y="330" width="24.0" height="24" rx="3" ry="3" fill="#1e293b" />
-  <rect x="380.0" y="330" width="24.0" height="24" rx="3" ry="3" fill="#1e293b" />
-  <rect x="406.0" y="330" width="24.0" height="24" rx="3" ry="3" fill="#1e293b" />
-  <rect x="432.0" y="330" width="24.0" height="24" rx="3" ry="3" fill="#1e293b" />
-  <rect x="458.0" y="330" width="24.0" height="24" rx="3" ry="3" fill="#1e293b" />
-  <rect x="484.0" y="330" width="24.0" height="24" rx="3" ry="3" fill="#1e293b" />
-  <rect x="510.0" y="330" width="24.0" height="24" rx="3" ry="3" fill="#1e293b" />
-  <rect x="588.0" y="330" width="24.0" height="24" rx="3" ry="3" fill="#1e293b" />
-  <rect x="614.0" y="330" width="24.0" height="24" rx="3" ry="3" fill="#1e293b" />
-  <rect x="120.0" y="356" width="24.0" height="24" rx="3" ry="3" fill="#22c55e" />
-  <rect x="146.0" y="356" width="24.0" height="24" rx="3" ry="3" fill="#22c55e" />
-  <rect x="172.0" y="356" width="24.0" height="24" rx="3" ry="3" fill="#22c55e" />
-  <rect x="198.0" y="356" width="24.0" height="24" rx="3" ry="3" fill="#22c55e" />
-  <rect x="224.0" y="356" width="24.0" height="24" rx="3" ry="3" fill="#22c55e" />
-  <rect x="250.0" y="356" width="24.0" height="24" rx="3" ry="3" fill="#22c55e" />
-  <rect x="276.0" y="356" width="24.0" height="24" rx="3" ry="3" fill="#22c55e" />
-  <rect x="302.0" y="356" width="24.0" height="24" rx="3" ry="3" fill="#1e293b" />
-  <rect x="328.0" y="356" width="24.0" height="24" rx="3" ry="3" fill="#1e293b" />
-  <rect x="354.0" y="356" width="24.0" height="24" rx="3" ry="3" fill="#1e293b" />
-  <rect x="380.0" y="356" width="24.0" height="24" rx="3" ry="3" fill="#1e293b" />
-  <rect x="406.0" y="356" width="24.0" height="24" rx="3" ry="3" fill="#1e293b" />
-  <rect x="432.0" y="356" width="24.0" height="24" rx="3" ry="3" fill="#1e293b" />
-  <rect x="458.0" y="356" width="24.0" height="24" rx="3" ry="3" fill="#1e293b" />
-  <rect x="484.0" y="356" width="24.0" height="24" rx="3" ry="3" fill="#1e293b" />
-  <rect x="510.0" y="356" width="24.0" height="24" rx="3" ry="3" fill="#1e293b" />
-  <rect x="588.0" y="356" width="24.0" height="24" rx="3" ry="3" fill="#1e293b" />
-  <rect x="614.0" y="356" width="24.0" height="24" rx="3" ry="3" fill="#1e293b" />
-  <rect x="120.0" y="382" width="24.0" height="24" rx="3" ry="3" fill="#22c55e" />
-  <rect x="146.0" y="382" width="24.0" height="24" rx="3" ry="3" fill="#22c55e" />
-  <rect x="172.0" y="382" width="24.0" height="24" rx="3" ry="3" fill="#22c55e" />
-  <rect x="198.0" y="382" width="24.0" height="24" rx="3" ry="3" fill="#22c55e" />
-  <rect x="224.0" y="382" width="24.0" height="24" rx="3" ry="3" fill="#22c55e" />
-  <rect x="250.0" y="382" width="24.0" height="24" rx="3" ry="3" fill="#22c55e" />
-  <rect x="276.0" y="382" width="24.0" height="24" rx="3" ry="3" fill="#22c55e" />
-  <rect x="302.0" y="382" width="24.0" height="24" rx="3" ry="3" fill="#22c55e" />
-  <rect x="328.0" y="382" width="24.0" height="24" rx="3" ry="3" fill="#1e293b" />
-  <rect x="354.0" y="382" width="24.0" height="24" rx="3" ry="3" fill="#1e293b" />
-  <rect x="380.0" y="382" width="24.0" height="24" rx="3" ry="3" fill="#1e293b" />
-  <rect x="406.0" y="382" width="24.0" height="24" rx="3" ry="3" fill="#1e293b" />
-  <rect x="432.0" y="382" width="24.0" height="24" rx="3" ry="3" fill="#1e293b" />
-  <rect x="458.0" y="382" width="24.0" height="24" rx="3" ry="3" fill="#1e293b" />
-  <rect x="484.0" y="382" width="24.0" height="24" rx="3" ry="3" fill="#1e293b" />
-  <rect x="510.0" y="382" width="24.0" height="24" rx="3" ry="3" fill="#1e293b" />
-  <rect x="588.0" y="382" width="24.0" height="24" rx="3" ry="3" fill="#22c55e" />
-  <rect x="614.0" y="382" width="24.0" height="24" rx="3" ry="3" fill="#1e293b" />
-  <rect x="120.0" y="408" width="24.0" height="24" rx="3" ry="3" fill="#1e293b" />
-  <rect x="146.0" y="408" width="24.0" height="24" rx="3" ry="3" fill="#22c55e" />
-  <rect x="172.0" y="408" width="24.0" height="24" rx="3" ry="3" fill="#22c55e" />
-  <rect x="198.0" y="408" width="24.0" height="24" rx="3" ry="3" fill="#22c55e" />
-  <rect x="224.0" y="408" width="24.0" height="24" rx="3" ry="3" fill="#22c55e" />
-  <rect x="250.0" y="408" width="24.0" height="24" rx="3" ry="3" fill="#22c55e" />
-  <rect x="276.0" y="408" width="24.0" height="24" rx="3" ry="3" fill="#22c55e" />
-  <rect x="302.0" y="408" width="24.0" height="24" rx="3" ry="3" fill="#22c55e" />
-  <rect x="328.0" y="408" width="24.0" height="24" rx="3" ry="3" fill="#22c55e" />
-  <rect x="354.0" y="408" width="24.0" height="24" rx="3" ry="3" fill="#1e293b" />
-  <rect x="380.0" y="408" width="24.0" height="24" rx="3" ry="3" fill="#1e293b" />
-  <rect x="406.0" y="408" width="24.0" height="24" rx="3" ry="3" fill="#1e293b" />
-  <rect x="432.0" y="408" width="24.0" height="24" rx="3" ry="3" fill="#1e293b" />
-  <rect x="458.0" y="408" width="24.0" height="24" rx="3" ry="3" fill="#1e293b" />
-  <rect x="484.0" y="408" width="24.0" height="24" rx="3" ry="3" fill="#1e293b" />
-  <rect x="510.0" y="408" width="24.0" height="24" rx="3" ry="3" fill="#1e293b" />
-  <rect x="588.0" y="408" width="24.0" height="24" rx="3" ry="3" fill="#22c55e" />
-  <rect x="614.0" y="408" width="24.0" height="24" rx="3" ry="3" fill="#1e293b" />
-  <rect x="120.0" y="434" width="24.0" height="24" rx="3" ry="3" fill="#1e293b" />
-  <rect x="146.0" y="434" width="24.0" height="24" rx="3" ry="3" fill="#1e293b" />
-  <rect x="172.0" y="434" width="24.0" height="24" rx="3" ry="3" fill="#22c55e" />
-  <rect x="198.0" y="434" width="24.0" height="24" rx="3" ry="3" fill="#22c55e" />
-  <rect x="224.0" y="434" width="24.0" height="24" rx="3" ry="3" fill="#22c55e" />
-  <rect x="250.0" y="434" width="24.0" height="24" rx="3" ry="3" fill="#22c55e" />
-  <rect x="276.0" y="434" width="24.0" height="24" rx="3" ry="3" fill="#22c55e" />
-  <rect x="302.0" y="434" width="24.0" height="24" rx="3" ry="3" fill="#22c55e" />
-  <rect x="328.0" y="434" width="24.0" height="24" rx="3" ry="3" fill="#22c55e" />
-  <rect x="354.0" y="434" width="24.0" height="24" rx="3" ry="3" fill="#22c55e" />
-  <rect x="380.0" y="434" width="24.0" height="24" rx="3" ry="3" fill="#1e293b" />
-  <rect x="406.0" y="434" width="24.0" height="24" rx="3" ry="3" fill="#1e293b" />
-  <rect x="432.0" y="434" width="24.0" height="24" rx="3" ry="3" fill="#1e293b" />
-  <rect x="458.0" y="434" width="24.0" height="24" rx="3" ry="3" fill="#1e293b" />
-  <rect x="484.0" y="434" width="24.0" height="24" rx="3" ry="3" fill="#1e293b" />
-  <rect x="510.0" y="434" width="24.0" height="24" rx="3" ry="3" fill="#1e293b" />
-  <rect x="588.0" y="434" width="24.0" height="24" rx="3" ry="3" fill="#22c55e" />
-  <rect x="614.0" y="434" width="24.0" height="24" rx="3" ry="3" fill="#1e293b" />
-  <rect x="120.0" y="460" width="24.0" height="24" rx="3" ry="3" fill="#1e293b" />
-  <rect x="146.0" y="460" width="24.0" height="24" rx="3" ry="3" fill="#1e293b" />
-  <rect x="172.0" y="460" width="24.0" height="24" rx="3" ry="3" fill="#1e293b" />
-  <rect x="198.0" y="460" width="24.0" height="24" rx="3" ry="3" fill="#22c55e" />
-  <rect x="224.0" y="460" width="24.0" height="24" rx="3" ry="3" fill="#22c55e" />
-  <rect x="250.0" y="460" width="24.0" height="24" rx="3" ry="3" fill="#22c55e" />
-  <rect x="276.0" y="460" width="24.0" height="24" rx="3" ry="3" fill="#22c55e" />
-  <rect x="302.0" y="460" width="24.0" height="24" rx="3" ry="3" fill="#22c55e" />
-  <rect x="328.0" y="460" width="24.0" height="24" rx="3" ry="3" fill="#22c55e" />
-  <rect x="354.0" y="460" width="24.0" height="24" rx="3" ry="3" fill="#22c55e" />
-  <rect x="380.0" y="460" width="24.0" height="24" rx="3" ry="3" fill="#22c55e" />
-  <rect x="406.0" y="460" width="24.0" height="24" rx="3" ry="3" fill="#1e293b" />
-  <rect x="432.0" y="460" width="24.0" height="24" rx="3" ry="3" fill="#1e293b" />
-  <rect x="458.0" y="460" width="24.0" height="24" rx="3" ry="3" fill="#1e293b" />
-  <rect x="484.0" y="460" width="24.0" height="24" rx="3" ry="3" fill="#1e293b" />
-  <rect x="510.0" y="460" width="24.0" height="24" rx="3" ry="3" fill="#1e293b" />
-  <rect x="588.0" y="460" width="24.0" height="24" rx="3" ry="3" fill="#22c55e" />
-  <rect x="614.0" y="460" width="24.0" height="24" rx="3" ry="3" fill="#1e293b" />
-  <rect x="120.0" y="486" width="24.0" height="24" rx="3" ry="3" fill="#1e293b" />
-  <rect x="146.0" y="486" width="24.0" height="24" rx="3" ry="3" fill="#1e293b" />
-  <rect x="172.0" y="486" width="24.0" height="24" rx="3" ry="3" fill="#1e293b" />
-  <rect x="198.0" y="486" width="24.0" height="24" rx="3" ry="3" fill="#1e293b" />
-  <rect x="224.0" y="486" width="24.0" height="24" rx="3" ry="3" fill="#22c55e" />
-  <rect x="250.0" y="486" width="24.0" height="24" rx="3" ry="3" fill="#22c55e" />
-  <rect x="276.0" y="486" width="24.0" height="24" rx="3" ry="3" fill="#22c55e" />
-  <rect x="302.0" y="486" width="24.0" height="24" rx="3" ry="3" fill="#22c55e" />
-  <rect x="328.0" y="486" width="24.0" height="24" rx="3" ry="3" fill="#22c55e" />
-  <rect x="354.0" y="486" width="24.0" height="24" rx="3" ry="3" fill="#22c55e" />
-  <rect x="380.0" y="486" width="24.0" height="24" rx="3" ry="3" fill="#22c55e" />
-  <rect x="406.0" y="486" width="24.0" height="24" rx="3" ry="3" fill="#22c55e" />
-  <rect x="432.0" y="486" width="24.0" height="24" rx="3" ry="3" fill="#1e293b" />
-  <rect x="458.0" y="486" width="24.0" height="24" rx="3" ry="3" fill="#1e293b" />
-  <rect x="484.0" y="486" width="24.0" height="24" rx="3" ry="3" fill="#1e293b" />
-  <rect x="510.0" y="486" width="24.0" height="24" rx="3" ry="3" fill="#1e293b" />
-  <rect x="588.0" y="486" width="24.0" height="24" rx="3" ry="3" fill="#22c55e" />
-  <rect x="614.0" y="486" width="24.0" height="24" rx="3" ry="3" fill="#1e293b" />
-  <rect x="120.0" y="512" width="24.0" height="24" rx="3" ry="3" fill="#1e293b" />
-  <rect x="146.0" y="512" width="24.0" height="24" rx="3" ry="3" fill="#1e293b" />
-  <rect x="172.0" y="512" width="24.0" height="24" rx="3" ry="3" fill="#1e293b" />
-  <rect x="198.0" y="512" width="24.0" height="24" rx="3" ry="3" fill="#1e293b" />
-  <rect x="224.0" y="512" width="24.0" height="24" rx="3" ry="3" fill="#1e293b" />
-  <rect x="250.0" y="512" width="24.0" height="24" rx="3" ry="3" fill="#22c55e" />
-  <rect x="276.0" y="512" width="24.0" height="24" rx="3" ry="3" fill="#22c55e" />
-  <rect x="302.0" y="512" width="24.0" height="24" rx="3" ry="3" fill="#22c55e" />
-  <rect x="328.0" y="512" width="24.0" height="24" rx="3" ry="3" fill="#22c55e" />
-  <rect x="354.0" y="512" width="24.0" height="24" rx="3" ry="3" fill="#22c55e" />
-  <rect x="380.0" y="512" width="24.0" height="24" rx="3" ry="3" fill="#22c55e" />
-  <rect x="406.0" y="512" width="24.0" height="24" rx="3" ry="3" fill="#22c55e" />
-  <rect x="432.0" y="512" width="24.0" height="24" rx="3" ry="3" fill="#22c55e" />
-  <rect x="458.0" y="512" width="24.0" height="24" rx="3" ry="3" fill="#1e293b" />
-  <rect x="484.0" y="512" width="24.0" height="24" rx="3" ry="3" fill="#1e293b" />
-  <rect x="510.0" y="512" width="24.0" height="24" rx="3" ry="3" fill="#1e293b" />
-  <rect x="588.0" y="512" width="24.0" height="24" rx="3" ry="3" fill="#22c55e" />
-  <rect x="614.0" y="512" width="24.0" height="24" rx="3" ry="3" fill="#1e293b" />
-  <rect x="120.0" y="538" width="24.0" height="24" rx="3" ry="3" fill="#1e293b" />
-  <rect x="146.0" y="538" width="24.0" height="24" rx="3" ry="3" fill="#1e293b" />
-  <rect x="172.0" y="538" width="24.0" height="24" rx="3" ry="3" fill="#1e293b" />
-  <rect x="198.0" y="538" width="24.0" height="24" rx="3" ry="3" fill="#1e293b" />
-  <rect x="224.0" y="538" width="24.0" height="24" rx="3" ry="3" fill="#1e293b" />
-  <rect x="250.0" y="538" width="24.0" height="24" rx="3" ry="3" fill="#1e293b" />
-  <rect x="276.0" y="538" width="24.0" height="24" rx="3" ry="3" fill="#22c55e" />
-  <rect x="302.0" y="538" width="24.0" height="24" rx="3" ry="3" fill="#22c55e" />
-  <rect x="328.0" y="538" width="24.0" height="24" rx="3" ry="3" fill="#22c55e" />
-  <rect x="354.0" y="538" width="24.0" height="24" rx="3" ry="3" fill="#22c55e" />
-  <rect x="380.0" y="538" width="24.0" height="24" rx="3" ry="3" fill="#22c55e" />
-  <rect x="406.0" y="538" width="24.0" height="24" rx="3" ry="3" fill="#22c55e" />
-  <rect x="432.0" y="538" width="24.0" height="24" rx="3" ry="3" fill="#22c55e" />
-  <rect x="458.0" y="538" width="24.0" height="24" rx="3" ry="3" fill="#22c55e" />
-  <rect x="484.0" y="538" width="24.0" height="24" rx="3" ry="3" fill="#1e293b" />
-  <rect x="510.0" y="538" width="24.0" height="24" rx="3" ry="3" fill="#1e293b" />
-  <rect x="588.0" y="538" width="24.0" height="24" rx="3" ry="3" fill="#22c55e" />
-  <rect x="614.0" y="538" width="24.0" height="24" rx="3" ry="3" fill="#1e293b" />
-  <rect x="120.0" y="564" width="24.0" height="24" rx="3" ry="3" fill="#1e293b" />
-  <rect x="146.0" y="564" width="24.0" height="24" rx="3" ry="3" fill="#1e293b" />
-  <rect x="172.0" y="564" width="24.0" height="24" rx="3" ry="3" fill="#1e293b" />
-  <rect x="198.0" y="564" width="24.0" height="24" rx="3" ry="3" fill="#1e293b" />
-  <rect x="224.0" y="564" width="24.0" height="24" rx="3" ry="3" fill="#1e293b" />
-  <rect x="250.0" y="564" width="24.0" height="24" rx="3" ry="3" fill="#1e293b" />
-  <rect x="276.0" y="564" width="24.0" height="24" rx="3" ry="3" fill="#1e293b" />
-  <rect x="302.0" y="564" width="24.0" height="24" rx="3" ry="3" fill="#22c55e" />
-  <rect x="328.0" y="564" width="24.0" height="24" rx="3" ry="3" fill="#22c55e" />
-  <rect x="354.0" y="564" width="24.0" height="24" rx="3" ry="3" fill="#22c55e" />
-  <rect x="380.0" y="564" width="24.0" height="24" rx="3" ry="3" fill="#22c55e" />
-  <rect x="406.0" y="564" width="24.0" height="24" rx="3" ry="3" fill="#22c55e" />
-  <rect x="432.0" y="564" width="24.0" height="24" rx="3" ry="3" fill="#22c55e" />
-  <rect x="458.0" y="564" width="24.0" height="24" rx="3" ry="3" fill="#22c55e" />
-  <rect x="484.0" y="564" width="24.0" height="24" rx="3" ry="3" fill="#22c55e" />
-  <rect x="510.0" y="564" width="24.0" height="24" rx="3" ry="3" fill="#1e293b" />
-  <rect x="588.0" y="564" width="24.0" height="24" rx="3" ry="3" fill="#22c55e" />
-  <rect x="614.0" y="564" width="24.0" height="24" rx="3" ry="3" fill="#1e293b" />
-  <rect x="120.0" y="590" width="24.0" height="24" rx="3" ry="3" fill="#1e293b" />
-  <rect x="146.0" y="590" width="24.0" height="24" rx="3" ry="3" fill="#1e293b" />
-  <rect x="172.0" y="590" width="24.0" height="24" rx="3" ry="3" fill="#1e293b" />
-  <rect x="198.0" y="590" width="24.0" height="24" rx="3" ry="3" fill="#1e293b" />
-  <rect x="224.0" y="590" width="24.0" height="24" rx="3" ry="3" fill="#1e293b" />
-  <rect x="250.0" y="590" width="24.0" height="24" rx="3" ry="3" fill="#1e293b" />
-  <rect x="276.0" y="590" width="24.0" height="24" rx="3" ry="3" fill="#1e293b" />
-  <rect x="302.0" y="590" width="24.0" height="24" rx="3" ry="3" fill="#1e293b" />
-  <rect x="328.0" y="590" width="24.0" height="24" rx="3" ry="3" fill="#22c55e" />
-  <rect x="354.0" y="590" width="24.0" height="24" rx="3" ry="3" fill="#22c55e" />
-  <rect x="380.0" y="590" width="24.0" height="24" rx="3" ry="3" fill="#22c55e" />
-  <rect x="406.0" y="590" width="24.0" height="24" rx="3" ry="3" fill="#22c55e" />
-  <rect x="432.0" y="590" width="24.0" height="24" rx="3" ry="3" fill="#22c55e" />
-  <rect x="458.0" y="590" width="24.0" height="24" rx="3" ry="3" fill="#22c55e" />
-  <rect x="484.0" y="590" width="24.0" height="24" rx="3" ry="3" fill="#22c55e" />
-  <rect x="510.0" y="590" width="24.0" height="24" rx="3" ry="3" fill="#22c55e" />
-  <rect x="588.0" y="590" width="24.0" height="24" rx="3" ry="3" fill="#22c55e" />
-  <rect x="614.0" y="590" width="24.0" height="24" rx="3" ry="3" fill="#22c55e" />
-  <rect x="120" y="632" width="14" height="14" rx="3" ry="3" fill="#22c55e" />
-  <text x="140" y="644" fill="#f8fafc">attended-to</text>
-  <rect x="235.5" y="632" width="14" height="14" rx="3" ry="3" fill="#1e293b" />
-  <text x="255.5" y="644" fill="#f8fafc">masked (not causally ready)</text>
-  <text x="120" y="668" fill="#94a3b8" font-size="11" font-weight="600">Compressed cache contents</text>
-  <text x="120" y="686" fill="#f8fafc" font-size="11">C0  =  compress( The,  quick,  brown,  fox,  jumps,  over,  the,  lazy )</text>
-  <text x="120" y="704" fill="#f8fafc" font-size="11">C1  =  compress( dog,  ate,  a,  small,  red,  fish,  this,  morning )</text>
-</svg>
\ No newline at end of file
diff --git a/deepseek_v4/visualize_attention_masks.py b/deepseek_v4/visualize_attention_masks.py
deleted file mode 100644
index acac4f87c7e2eced8f37f60c5407b0cc68bb2926..0000000000000000000000000000000000000000
--- a/deepseek_v4/visualize_attention_masks.py
+++ /dev/null
@@ -1,591 +0,0 @@
-"""Visualise the per-layer-type attention mask DeepSeek-V4 actually feeds to
-`eager_attention_forward`, for the three attention layer types (sliding, CSA, HCA).
-Generates the SVGs embedded in `docs/source/en/model_doc/deepseek_v4.md`.
-
-We build a tiny V4 model (small enough that 16 source tokens × all compressed
-slots fits on screen), forward a dummy batch through it, wrap each attention
-layer's forward with a thin shim that replays the mask-extension logic
-(`cat([sliding_mask, block_bias])`) and captures the exact post-cat mask, then
-render each layer's mask in either:
-
-  * the `■` / `⬚` ANSI-coloured style of `transformers.utils.attention_visualizer`
-    (default; suppressed when stdout isn't a TTY or `NO_COLOR=1` is set), or
-  * an SVG grid suitable for embedding in markdown (with `--svg <DIR>`).
-
-For CSA layers the visualizer remaps the literal `[S, S·k]` flat-slot `block_bias`
-back to the more readable `[S, T_entries]` entry-visibility view (each compressor
-column is then a compressed *entry* rather than a gather slot), and shades cells
-red when an entry is causally available but the indexer's top-k did not pick it.
-
-Run from the repository root::
-
-    python docs/source/en/imgs/deepseek_v4/visualize_attention_masks.py
-    python docs/source/en/imgs/deepseek_v4/visualize_attention_masks.py \\
-        --svg docs/source/en/imgs/deepseek_v4
-"""
-
-from __future__ import annotations
-
-import argparse
-import os
-from pathlib import Path
-
-import torch
-import torch.nn.functional as F
-
-from transformers import DeepseekV4Config, DeepseekV4ForCausalLM
-from transformers.models.deepseek_v4.modeling_deepseek_v4 import (
-    DeepseekV4CSACompressor,
-    DeepseekV4HCACompressor,
-    DeepseekV4Indexer,
-    DeepseekV4PreTrainedModel,
-)
-from transformers.utils.output_capturing import OutputRecorder
-
-
-# Tiny config so the visualised matrices fit in a terminal. Compress rates are dialled
-# down (m_csa=4, m_hca=8 — vs the real 4/128) so HCA actually emits an entry at S=16.
-CFG = DeepseekV4Config(
-    vocab_size=64,
-    hidden_size=64,
-    moe_intermediate_size=64,
-    num_hidden_layers=3,
-    num_attention_heads=4,
-    num_key_value_heads=1,
-    head_dim=32,
-    partial_rotary_factor=8 / 32,
-    q_lora_rank=32,
-    o_groups=2,
-    o_lora_rank=16,
-    num_experts_per_tok=2,
-    n_routed_experts=4,
-    n_shared_experts=1,
-    mlp_layer_types=["moe", "moe", "moe"],
-    layer_types=["sliding_attention", "compressed_sparse_attention", "heavily_compressed_attention"],
-    compress_rates={"compressed_sparse_attention": 4, "heavily_compressed_attention": 8},
-    sliding_window=8,
-    hc_mult=2,
-    hc_sinkhorn_iters=3,
-    hc_eps=1.0e-6,
-    index_n_heads=2,
-    index_head_dim=16,
-    index_topk=2,
-    num_nextn_predict_layers=0,
-    swiglu_limit=10.0,
-    rope_theta=10000.0,
-    compress_rope_theta=160000.0,
-    max_position_embeddings=64,
-)
-
-
-# ANSI colours, matching `transformers.utils.attention_visualizer`.
-GREEN = "\033[92m"
-YELLOW = "\033[93m"
-DIM = "\033[90m"
-RESET = "\033[0m"
-BLACK_SQUARE = "■"
-WHITE_SQUARE = "⬚"
-
-
-def _meta_subtitle(meta: dict | None) -> str:
-    """One-liner subtitle describing the layer's compressor config."""
-    if meta is None:
-        return ""
-    parts: list[str] = []
-    if meta.get("compress_rate") is not None:
-        parts.append(f"m={meta['compress_rate']}")
-    if meta.get("index_topk") is not None:
-        parts.append(f"k={meta['index_topk']}")
-    if meta.get("T_entries"):
-        parts.append(f"{meta['T_entries']} entries")
-    return " · ".join(parts)
-
-
-def _render(
-    mask_2d: torch.Tensor,
-    query_labels: list[str],
-    kv_labels: list[str],
-    title: str,
-    *,
-    color: bool = True,
-    meta: dict | None = None,
-) -> str:
-    """Render a 2D additive mask (0 = visible, -inf = masked) as a ■ / ⬚ grid.
-
-    `mask_2d` is `[S_q, S_kv]`. Columns past `len(query_labels)` are the
-    compressor / indexer entries the caller cat'd into the mask via
-    `cat([sliding_causal_mask, block_bias], dim=-1)`. When `color=False`,
-    diagonal / compressor slots are marked with the distinguishing glyphs
-    `◆` and `▲` instead of ANSI colours so the output renders in markdown.
-    """
-    visible = (mask_2d > -1e30).bool()
-    n_q, n_kv = visible.shape
-    sliding_kv = len(query_labels)  # by construction kv labels begin with the sliding tokens
-
-    if color:
-        g, y, d, r = GREEN, YELLOW, DIM, RESET
-        visible_glyph = f"{g}{BLACK_SQUARE}{r}"
-        compr_glyph = f"{y}{BLACK_SQUARE}{r}"
-    else:
-        g = y = d = r = ""
-        visible_glyph = "▣"
-        compr_glyph = "▲"
-
-    max_q_label = max(len(q) for q in query_labels)
-    out: list[str] = []
-    out.append(title)
-    out.append("=" * len(title))
-    out.append(
-        f"  shape=[{n_q}, {n_kv}]   "
-        f"{visible_glyph} visible (sliding KV)   {compr_glyph} visible (compressor entry)   {WHITE_SQUARE} masked"
-    )
-    subtitle = _meta_subtitle(meta)
-    if subtitle:
-        out.append(f"  {subtitle}")
-    if meta and meta.get("topk_picks") is not None:
-        # Append per-query indexer picks so warm-up sentinels and entry choices are auditable.
-        picks_lines = [f"  indexer topk picks (entry id, -1 = warm-up sentinel):"]
-        for i, picks in enumerate(meta["topk_picks"][0]):  # B=1
-            picks_lines.append(f"    q{i:>2}: {picks}")
-        out.append("\n".join(picks_lines))
-
-    # Column headers (kv indices, stacked vertically across `width` lines).
-    width = max(2, len(str(n_kv - 1)))
-    for line in range(width):
-        header_chars = []
-        for j in range(n_kv):
-            label = str(j).rjust(width)
-            ch = label[line] if line < len(label) else " "
-            # Tint compressor-section header so it visually separates from the sliding section.
-            header_chars.append(f"{d}{ch}{r}" if j >= sliding_kv else ch)
-        prefix = " " * (max_q_label + 6)
-        out.append(prefix + " ".join(header_chars))
-
-    # Body rows.
-    for i in range(n_q):
-        row_cells = []
-        for j in range(n_kv):
-            if not visible[i, j]:
-                row_cells.append(WHITE_SQUARE)
-            elif j >= sliding_kv:
-                row_cells.append(compr_glyph)
-            else:
-                row_cells.append(visible_glyph)
-        out.append(f"{query_labels[i].rjust(max_q_label)} : {str(i).rjust(2)}  " + " ".join(row_cells))
-
-    out.append(f"  {compr_glyph} columns past index {sliding_kv - 1} are compressor / indexer slots (block_bias).")
-    return "\n".join(out)
-
-
-# SVG palette + geometry. Bigger cells so we can fit token-string labels comfortably,
-# and compressor columns are drawn `m` cells wide so the visual encodes the fact that
-# one compressed entry summarizes m source tokens (rather than a 1:1 KV slot like the
-# sliding section).
-SVG_CELL = 24
-SVG_GAP = 2
-SVG_PAD_LEFT = 120     # roomy enough for the longest row-label token ("morning") at 11pt
-SVG_PAD_TOP = 200      # title (20) + shape (40) + meta (60) + section header (~80) + col idx + rotated tokens
-SVG_PAD_RIGHT = 48
-SVG_PAD_BOTTOM = 56
-SVG_COLORS = {
-    # Dark-mode palette: black background, light text.
-    "background": "#0b1220",    # near-black with a hint of blue
-    "visible": "#22c55e",       # green-500, pops against black
-    "masked": "#1e293b",        # slate-800 — dim cells that are visible against bg but recede
-    "indexer_masked": "#ef4444",# red-500, also pops
-    "compressor": "#22c55e",    # same green as visible (single-color attended-to)
-    "separator": "#475569",     # slate-600
-    "text": "#f8fafc",          # slate-50 — main text on black
-    "muted": "#94a3b8",         # slate-400 — secondary text
-}
-
-# Static word list used as token labels on the SVG axes. Real token semantics don't
-# affect the mask (which depends only on positions), so these labels are decorative.
-SVG_TOKENS = [
-    "The", "quick", "brown", "fox", "jumps", "over", "the", "lazy",
-    "dog", "ate", "a", "small", "red", "fish", "this", "morning",
-]
-
-
-def _render_svg(mask_2d: torch.Tensor, title: str, sliding_kv: int, meta: dict | None = None) -> str:
-    """Render the mask as a standalone SVG document.
-
-    Rows = queries (top → bottom). The sliding K=V section is one cell per
-    source position (key index). The compressor section is `T_entries`
-    blocks each `m·cell` wide — the wide rectangle is the visual hint that
-    one compressed entry summarizes `m` source tokens (rather than 1:1).
-
-    Cells are coloured: green = visible (the query attends to this slot),
-    light gray = masked. Compressor entries are tinted amber when visible
-    to a given query and pale amber when masked, so the compressor section
-    reads as a distinct "compression band" even at a glance.
-    """
-    visible = (mask_2d > -1e30).bool()
-    n_q, n_kv = visible.shape
-    n_compr = n_kv - sliding_kv
-    m = (meta or {}).get("compress_rate") or 1
-    stride = SVG_CELL + SVG_GAP
-
-    # All cells (sliding + compressor) are the same `SVG_CELL` width — a single KV slot
-    # is a single KV slot regardless of which cache produced it. The compressor section
-    # is shifted right by `section_gap` so the `cat([sliding_mask, block_bias])` boundary
-    # reads clearly.
-    section_gap = stride * 2
-    col_x: list[float] = []
-    col_w: list[float] = []
-    cursor = float(SVG_PAD_LEFT)
-    for j in range(sliding_kv):
-        col_x.append(cursor)
-        col_w.append(SVG_CELL)
-        cursor += stride
-    if n_compr > 0:
-        cursor += section_gap
-    for _w in range(n_compr):
-        col_x.append(cursor)
-        col_w.append(SVG_CELL)
-        cursor += stride
-    grid_w = cursor - SVG_PAD_LEFT - stride
-    grid_h = n_q * stride - SVG_GAP
-
-    # Footer legend: one line per compressed entry mapping it to its source tokens.
-    legend_lines = []
-    for w_idx in range(n_compr):
-        a, b = w_idx * m, (w_idx + 1) * m - 1
-        toks = [SVG_TOKENS[p] if p < len(SVG_TOKENS) else f"t{p}" for p in range(a, b + 1)]
-        legend_lines.append(f"C{w_idx}  =  compress( {',  '.join(toks)} )")
-    footer_h = (len(legend_lines) * 18 + 32) if legend_lines else 0
-
-    w = SVG_PAD_LEFT + grid_w + SVG_PAD_RIGHT
-    h = SVG_PAD_TOP + grid_h + SVG_PAD_BOTTOM + footer_h
-
-    subtitle = _meta_subtitle(meta)
-    # Explicit `width` / `height` (matching viewBox) so renderers don't fall back to the
-    # 150×150 SVG default when the file is embedded without sizing CSS. `preserveAspectRatio`
-    # keeps it sharp when scaled.
-    elems: list[str] = [
-        f'<svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 {w} {h}" '
-        f'width="{w}" height="{h}" preserveAspectRatio="xMinYMin meet" '
-        f'font-family="ui-monospace, SFMono-Regular, Menlo, monospace" font-size="11">',
-        f'  <rect x="0" y="0" width="{w}" height="{h}" fill="{SVG_COLORS["background"]}" />',
-        f'  <text x="{SVG_PAD_LEFT}" y="20" font-size="15" font-weight="600" fill="{SVG_COLORS["text"]}">{title}</text>',
-        f'  <text x="{SVG_PAD_LEFT}" y="40" fill="{SVG_COLORS["muted"]}">'
-        f'shape=[{n_q}, {n_kv}]   keys →   queries ↓</text>',
-    ]
-    if subtitle:
-        elems.append(
-            f'  <text x="{SVG_PAD_LEFT}" y="60" fill="{SVG_COLORS["compressor"]}">{subtitle}</text>'
-        )
-
-    # Column headers, top-down within the `SVG_PAD_TOP` gutter (above the grid line):
-    #   y =  78  : `C_w` (centered over the compressor block, bold green)
-    #   y =  92  : `pos a–b` source-position range for the compressor block
-    #   y = SVG_PAD_TOP - 70 = 270 : numeric column index (sliding) — just above the
-    #                                tallest rotated token so it reads as a tick label.
-    #   y = SVG_PAD_TOP - 60 .. SVG_PAD_TOP : rotated (-90°) per-position token labels
-    #                                          (sliding + per-source-position inside blocks)
-    #   y = SVG_PAD_TOP                       : grid begins.
-    idx_y = SVG_PAD_TOP - 70
-    token_baseline_y = SVG_PAD_TOP - 8
-    # Vertical extent of the rotated-token area we want the dashed separators to span —
-    # just the token region, not the full title/subtitle gutter.
-    token_top_y = SVG_PAD_TOP - 60
-    for j in range(sliding_kv):
-        cx = col_x[j] + col_w[j] / 2
-        elems.append(
-            f'  <text x="{cx:.1f}" y="{idx_y}" text-anchor="middle" '
-            f'fill="{SVG_COLORS["muted"]}" font-size="10">{j}</text>'
-        )
-        tok = SVG_TOKENS[j] if j < len(SVG_TOKENS) else f"t{j}"
-        elems.append(
-            f'  <text x="{cx:.1f}" y="{token_baseline_y}" text-anchor="start" '
-            f'transform="rotate(-90 {cx:.1f} {token_baseline_y})" '
-            f'fill="{SVG_COLORS["text"]}" font-size="12" font-style="italic">{tok}</text>'
-        )
-    # `C_w` label sits on the same row as the sliding-section indices — the compressor
-    # cell looks like any other KV slot, with its `C_w` identifier centered above it
-    # in the column-index band. The actual source-tokens-that-got-compressed mapping
-    # lives in the footer legend so the body of the diagram stays clean.
-    for w_idx in range(n_compr):
-        j = sliding_kv + w_idx
-        cx = col_x[j] + col_w[j] / 2
-        elems.append(
-            f'  <text x="{cx:.1f}" y="{idx_y}" text-anchor="middle" '
-            f'fill="{SVG_COLORS["visible"]}" font-size="11" font-weight="700">C{w_idx}</text>'
-        )
-
-    # Section headers + `cat` indicator above the column-index band. The dashed
-    # separator line marks the `cat([sliding_mask, block_bias], dim=-1)` join.
-    if sliding_kv > 0:
-        sliding_mid_x = (col_x[0] + col_x[sliding_kv - 1] + col_w[sliding_kv - 1]) / 2
-        elems.append(
-            f'  <text x="{sliding_mid_x:.1f}" y="{idx_y - 32}" text-anchor="middle" '
-            f'fill="{SVG_COLORS["text"]}" font-size="12" font-weight="600">Sliding K=V cache</text>'
-        )
-    if n_compr > 0:
-        compr_mid_x = (col_x[sliding_kv] + col_x[-1] + col_w[-1]) / 2
-        elems.append(
-            f'  <text x="{compr_mid_x:.1f}" y="{idx_y - 32}" text-anchor="middle" '
-            f'fill="{SVG_COLORS["text"]}" font-size="12" font-weight="600">Compressed cache</text>'
-        )
-        # `cat` operator centered in the section gap between the two sections.
-        cat_x = (col_x[sliding_kv - 1] + col_w[sliding_kv - 1] + col_x[sliding_kv]) / 2
-        elems.append(
-            f'  <text x="{cat_x:.1f}" y="{idx_y - 32}" text-anchor="middle" '
-            f'fill="{SVG_COLORS["muted"]}" font-size="14" font-weight="700">⊕</text>'
-        )
-        elems.append(
-            f'  <text x="{cat_x:.1f}" y="{idx_y - 18}" text-anchor="middle" '
-            f'fill="{SVG_COLORS["muted"]}" font-size="9">cat dim=-1</text>'
-        )
-
-    # Row labels: query index (small, muted) + token (italic, dark) on the left.
-    # `SVG_PAD_LEFT` is sized to fit the longest token in the static word list.
-    for i in range(n_q):
-        cy = SVG_PAD_TOP + i * stride + SVG_CELL / 2 + 4
-        elems.append(
-            f'  <text x="6" y="{cy:.1f}" fill="{SVG_COLORS["muted"]}" font-size="10">q{i:>2}</text>'
-        )
-        tok = SVG_TOKENS[i] if i < len(SVG_TOKENS) else f"t{i}"
-        elems.append(
-            f'  <text x="{SVG_PAD_LEFT - 8}" y="{cy:.1f}" text-anchor="end" '
-            f'fill="{SVG_COLORS["text"]}" font-size="12" font-style="italic">{tok}</text>'
-        )
-
-    # Dashed vertical separator between sliding K=V and compressor sections.
-    if 0 < sliding_kv < n_kv:
-        sep_x = col_x[sliding_kv - 1] + col_w[sliding_kv - 1] + section_gap / 2
-        elems.append(
-            f'  <line x1="{sep_x:.1f}" y1="{SVG_PAD_TOP - 28}" x2="{sep_x:.1f}" '
-            f'y2="{SVG_PAD_TOP + grid_h:.1f}" stroke="{SVG_COLORS["separator"]}" '
-            f'stroke-width="1" stroke-dasharray="4 3" />'
-        )
-
-    # Indexer-rejected mask (CSA only): causally available compressor entry that the
-    # indexer's top-k chose not to pick. Rendered red to distinguish from the plain
-    # "not yet causally ready" masking (light gray).
-    rejected = (meta or {}).get("indexer_rejected")
-    if rejected is not None:
-        if rejected.ndim == 4:
-            rejected = rejected[0, 0]
-        elif rejected.ndim == 3:
-            rejected = rejected[0]
-
-    # Cells.
-    for i in range(n_q):
-        for j in range(n_kv):
-            x = col_x[j]
-            y = SVG_PAD_TOP + i * stride
-            in_compressor = j >= sliding_kv
-            is_rejected = rejected is not None and bool(rejected[i, j])
-            if visible[i, j]:
-                fill = SVG_COLORS["compressor"] if in_compressor else SVG_COLORS["visible"]
-            elif is_rejected:
-                fill = SVG_COLORS["indexer_masked"]
-            else:
-                fill = SVG_COLORS["masked"]
-            elems.append(
-                f'  <rect x="{x:.1f}" y="{y}" width="{col_w[j]:.1f}" height="{SVG_CELL}" '
-                f'rx="3" ry="3" fill="{fill}" />'
-            )
-
-    # Legend at the bottom. The red legend item is only meaningful for CSA (the only
-    # layer type that has an indexer + top-k pick step), so we include it only when
-    # the captured mask actually has rejected cells.
-    legend_y = SVG_PAD_TOP + grid_h + 30
-    legend_items = [
-        ("attended-to", SVG_COLORS["visible"]),
-        ("masked (not causally ready)", SVG_COLORS["masked"]),
-    ]
-    if rejected is not None and bool(rejected.any()):
-        legend_items.append(("indexer-masked (top-k did not pick)", SVG_COLORS["indexer_masked"]))
-    x_cursor = SVG_PAD_LEFT
-    for label, color in legend_items:
-        elems.append(
-            f'  <rect x="{x_cursor}" y="{legend_y - 12}" width="14" height="14" rx="3" ry="3" fill="{color}" />'
-        )
-        elems.append(
-            f'  <text x="{x_cursor + 20}" y="{legend_y}" fill="{SVG_COLORS["text"]}">{label}</text>'
-        )
-        x_cursor += 20 + len(label) * 6.5 + 24
-
-    # Footer: `C_w = compress(token, token, …)` lines, one per compressed entry. Says
-    # explicitly which source tokens each compressed-cache slot summarises — replaces
-    # the per-cell rotated-token annotations we used to render above each C_w block
-    # when the compressor section had wide cells.
-    if legend_lines:
-        footer_y = legend_y + 24
-        elems.append(
-            f'  <text x="{SVG_PAD_LEFT}" y="{footer_y}" '
-            f'fill="{SVG_COLORS["muted"]}" font-size="11" font-weight="600">Compressed cache contents</text>'
-        )
-        for line_idx, line in enumerate(legend_lines):
-            elems.append(
-                f'  <text x="{SVG_PAD_LEFT}" y="{footer_y + 18 + line_idx * 18}" '
-                f'fill="{SVG_COLORS["text"]}" font-size="11">{line}</text>'
-            )
-
-    elems.append("</svg>")
-    return "\n".join(elems)
-
-
-def _sliding_causal_mask(seq_len: int, sliding_window: int) -> torch.Tensor:
-    """Standard `[1, 1, S, S]` sliding-window-causal additive mask (0 visible, -inf masked).
-    Identical to what `create_sliding_window_causal_mask` builds for the sliding section
-    of every V4 attention layer — we synthesise it here so the visualiser stays decoupled
-    from the model's internal mask-building."""
-    q = torch.arange(seq_len)
-    k = torch.arange(seq_len)
-    diff = q.view(-1, 1) - k.view(1, -1)
-    visible = (diff >= 0) & (diff < sliding_window)
-    return torch.where(visible, torch.zeros((), dtype=torch.float32), torch.full((), float("-inf"))).view(1, 1, seq_len, seq_len)
-
-
-def main() -> None:
-    torch.manual_seed(0)
-
-    # ────────────────────────────────────────────────────────────────────────────────
-    # Extend `DeepseekV4PreTrainedModel._can_record_outputs` with the compressor /
-    # indexer outputs we need to reconstruct the visualised mask. The base class
-    # already registers `router_logits` / `hidden_states` / `attentions`; we add three
-    # more keys, each routed by `OutputRecorder(target_class=…, index=…)`:
-    #
-    #   * `csa_block_bias`  ← `DeepseekV4CSACompressor.forward()` returns `(gathered, block_bias)`,
-    #                          we grab index 1 (the per-query bias `[B, 1, S, S*k]`).
-    #   * `hca_block_bias`  ← `DeepseekV4HCACompressor.forward()` likewise (already entry-resolved).
-    #   * `indexer_topk`    ← `DeepseekV4Indexer.forward()` returns a single tensor `[B, S, k]`.
-    #
-    # Setting this *before* instantiating the model is what `PreTrainedModel.__init__`
-    # picks up to populate `_CAN_RECORD_REGISTRY`. The `@capture_outputs` decorator on
-    # `DeepseekV4Model.forward` then installs the corresponding `register_forward_hook`
-    # calls lazily on first request and stashes the captures on the returned
-    # `ModelOutput`. We just flip `config.output_<key>=True` to switch them on.
-    # ────────────────────────────────────────────────────────────────────────────────
-    DeepseekV4PreTrainedModel._can_record_outputs = {
-        **(DeepseekV4PreTrainedModel._can_record_outputs or {}),
-        "csa_block_bias": OutputRecorder(DeepseekV4CSACompressor, index=1),
-        "hca_block_bias": OutputRecorder(DeepseekV4HCACompressor, index=1),
-        "indexer_topk": OutputRecorder(DeepseekV4Indexer, index=0),
-    }
-
-    cfg = CFG
-    for key in ("csa_block_bias", "hca_block_bias", "indexer_topk"):
-        setattr(cfg, f"output_{key}", True)
-    full_model = DeepseekV4ForCausalLM(cfg).eval()
-    # `@capture_outputs` decorates `DeepseekV4Model.forward` (the inner model). The outer
-    # `DeepseekV4ForCausalLM.forward` builds a `CausalLMOutput` that only forwards logits
-    # and last_hidden_state, so our extra capture keys disappear if we go via the outer.
-    # Call the inner directly — we don't need logits to visualise masks.
-    inner_model = full_model.model
-
-    seq_len = 16
-    input_ids = torch.arange(seq_len).unsqueeze(0) % cfg.vocab_size  # [1, S]
-    with torch.no_grad():
-        out = inner_model(input_ids=input_ids)
-
-    # Tuples (one entry per layer of the matching module class). With our 3-layer
-    # config: 1 CSA layer + 1 HCA layer + 1 sliding-only layer.
-    csa_block_biases = getattr(out, "csa_block_bias", ()) or ()
-    hca_block_biases = getattr(out, "hca_block_bias", ()) or ()
-    indexer_topks = getattr(out, "indexer_topk", ()) or ()
-
-    # ────────────────────────────────────────────────────────────────────────────────
-    # Build the display mask + metadata per layer from the captured outputs.
-    # ────────────────────────────────────────────────────────────────────────────────
-    sliding_mask = _sliding_causal_mask(seq_len, cfg.sliding_window)  # [1, 1, S, S]
-    captured: dict[int, tuple[str, torch.Tensor, dict]] = {}
-    csa_iter = iter(csa_block_biases)
-    hca_iter = iter(hca_block_biases)
-    indexer_iter = iter(indexer_topks)
-    for layer_idx, layer in enumerate(inner_model.layers):
-        attn = layer.self_attn
-        layer_type = attn.layer_type
-        meta = {
-            "compress_rate": (attn.compressor.compress_rate if attn.compressor is not None else None),
-            "index_topk": (
-                attn.compressor.indexer.index_topk
-                if attn.compressor is not None and getattr(attn.compressor, "indexer", None) is not None
-                else None
-            ),
-            "T_entries": seq_len // attn.compressor.compress_rate if attn.compressor is not None else 0,
-            "topk_picks": None,
-            "indexer_rejected": None,
-        }
-        if attn.compressor is None:
-            captured[layer_idx] = (layer_type, sliding_mask, meta)
-            continue
-
-        if layer_type == "heavily_compressed_attention":
-            block_bias = next(hca_iter).detach().cpu()
-            display_mask = torch.cat([sliding_mask, block_bias.to(sliding_mask.dtype)], dim=-1)
-        elif layer_type == "compressed_sparse_attention":
-            _ = next(csa_iter)  # consume the (literal) `[B, 1, S, S*k]` flat-slot bias
-            topk = next(indexer_iter).detach().cpu()  # [B, S, k]
-            meta["topk_picks"] = topk.tolist()
-            # Remap the flat-slot view to the more readable entry-visibility view via
-            # the indexer's per-query top-k picks (one-hot + OR-reduce sidesteps the
-            # duplicate-index clobber that `scatter_` would hit on warm-up sentinels).
-            T_entries = meta["T_entries"]
-            valid = topk >= 0
-            safe = topk.clamp(min=0)
-            oh = F.one_hot(safe, num_classes=T_entries).bool() & valid.unsqueeze(-1)
-            em = oh.any(dim=-2)  # [B, S, T_entries]
-            entry_bias = torch.where(em, torch.zeros((), dtype=torch.float32), torch.full((), float("-inf")))
-            display_mask = torch.cat([sliding_mask, entry_bias.unsqueeze(1)], dim=-1)
-            # Red-highlight cells: causally available entry that the indexer rejected.
-            causal_threshold = torch.arange(seq_len).add(1).floor_divide(attn.compressor.compress_rate)
-            entry_idx = torch.arange(T_entries)
-            causally_available = entry_idx.view(1, -1) < causal_threshold.view(-1, 1)
-            rejected = causally_available & ~em[0]
-            meta["indexer_rejected"] = torch.cat(
-                [torch.zeros((seq_len, seq_len), dtype=torch.bool), rejected], dim=-1
-            )
-        else:
-            display_mask = sliding_mask
-
-        captured[layer_idx] = (layer_type, display_mask, meta)
-
-    color = os.environ.get("NO_COLOR") is None and os.isatty(1)
-
-    svg_dir = main.svg_dir if hasattr(main, "svg_dir") else None
-    if svg_dir is not None:
-        svg_dir.mkdir(parents=True, exist_ok=True)
-
-    print()
-    for layer_idx in sorted(captured):
-        layer_type, mask, meta = captured[layer_idx]
-        if mask is None:
-            continue
-        if mask.ndim == 4:
-            mask_2d = mask[0, 0]
-        elif mask.ndim == 3:
-            mask_2d = mask[0]
-        else:
-            mask_2d = mask
-
-        q_labels = [f"q{i}" for i in range(mask_2d.shape[0])]
-        kv_labels_sliding = [f"k{i}" for i in range(seq_len)]
-        n_compressor = mask_2d.shape[1] - seq_len
-        kv_labels_compressor = [f"c{i}" for i in range(n_compressor)]
-        kv_labels = kv_labels_sliding + kv_labels_compressor
-
-        title = f"Layer {layer_idx}: {layer_type}"
-        print(_render(mask_2d, q_labels, kv_labels, title, color=color, meta=meta))
-        print()
-        if svg_dir is not None:
-            svg_path = svg_dir / f"deepseek_v4_mask_layer{layer_idx}_{layer_type}.svg"
-            svg_path.write_text(_render_svg(mask_2d, title, sliding_kv=seq_len, meta=meta))
-            print(f"  wrote {svg_path}")
-            print()
-
-
-if __name__ == "__main__":
-    parser = argparse.ArgumentParser(description=__doc__)
-    parser.add_argument(
-        "--svg",
-        type=Path,
-        default=None,
-        help="Directory to write one SVG per layer (in addition to the ANSI / plain-text terminal output).",
-    )
-    args = parser.parse_args()
-    main.svg_dir = args.svg  # type: ignore[attr-defined]
-    main()
diff --git a/diffusers/grumpy.jpg b/diffusers/grumpy.jpg
deleted file mode 100644
index 760c7215bacb81ba61cd7eccb965341fe5504e77..0000000000000000000000000000000000000000
--- a/diffusers/grumpy.jpg
+++ /dev/null
@@ -1,3 +0,0 @@
-version https://git-lfs.github.com/spec/v1
-oid sha256:764f613fcd097b3682ba741cd9d63fa85c5b9bb5542da2f5e0b667bac62b8d39
-size 76747
diff --git a/diffusers/helios/car.mp4 b/diffusers/helios/car.mp4
deleted file mode 100644
index 2519035c9065b9e1577d5e1d8e08472c6fba1a6b..0000000000000000000000000000000000000000
--- a/diffusers/helios/car.mp4
+++ /dev/null
@@ -1,3 +0,0 @@
-version https://git-lfs.github.com/spec/v1
-oid sha256:eb3b32dfc19671af1288adf658e2d7643b32cb66d5a208f866b6c658b75cb00c
-size 587061
diff --git a/diffusers/helios/i2v_showcases1.jpg b/diffusers/helios/i2v_showcases1.jpg
deleted file mode 100644
index e32d86d087a2bf2ee36c4120e17989271157b51a..0000000000000000000000000000000000000000
--- a/diffusers/helios/i2v_showcases1.jpg
+++ /dev/null
@@ -1,3 +0,0 @@
-version https://git-lfs.github.com/spec/v1
-oid sha256:15fadda8135b3579364aec92bc7614f357a15687cb7ee1dd198d15d4992e8356
-size 3852114
diff --git a/diffusers/helios/i2v_showcases1.mp4 b/diffusers/helios/i2v_showcases1.mp4
deleted file mode 100644
index 0aac2e98e1792d2e5067b02ec96d5feba4461cf0..0000000000000000000000000000000000000000
--- a/diffusers/helios/i2v_showcases1.mp4
+++ /dev/null
@@ -1,3 +0,0 @@
-version https://git-lfs.github.com/spec/v1
-oid sha256:bde95e7d71aa785198c49bce70c2d9ce607fccab9ac4f33ab5556490d7b8e58a
-size 4216076
diff --git a/diffusers/helios/i2v_showcases2.jpg b/diffusers/helios/i2v_showcases2.jpg
deleted file mode 100644
index 44e5fd97487d77bab3582994279e1ea060558e23..0000000000000000000000000000000000000000
--- a/diffusers/helios/i2v_showcases2.jpg
+++ /dev/null
@@ -1,3 +0,0 @@
-version https://git-lfs.github.com/spec/v1
-oid sha256:ec53d149d287e601767a3efb18944bed3f2f711ffce330429320bf146addbac7
-size 190531
diff --git a/diffusers/helios/i2v_showcases2.mp4 b/diffusers/helios/i2v_showcases2.mp4
deleted file mode 100644
index 43c462d35890e01b5571b763facccf065e61ec04..0000000000000000000000000000000000000000
--- a/diffusers/helios/i2v_showcases2.mp4
+++ /dev/null
@@ -1,3 +0,0 @@
-version https://git-lfs.github.com/spec/v1
-oid sha256:9f1b2cee3143e2e77d80599f8997ee735790202dc6eea93f8fabe447ee2f0c21
-size 2604554
diff --git a/diffusers/helios/interactive_showcases1.mp4 b/diffusers/helios/interactive_showcases1.mp4
deleted file mode 100644
index 9d39d84bfafd11e45393e26e9209b8897116a0dc..0000000000000000000000000000000000000000
--- a/diffusers/helios/interactive_showcases1.mp4
+++ /dev/null
@@ -1,3 +0,0 @@
-version https://git-lfs.github.com/spec/v1
-oid sha256:ed1ef33c135d79bd01ca34ed9a52967c865c3a6c2fe156979881c1a856151281
-size 5207428
diff --git a/diffusers/helios/interactive_showcases1.txt b/diffusers/helios/interactive_showcases1.txt
deleted file mode 100644
index a94d824ac9b05dad879faad5be017871e84bffa1..0000000000000000000000000000000000000000
--- a/diffusers/helios/interactive_showcases1.txt
+++ /dev/null
@@ -1,6 +0,0 @@
-A stylish, young woman riding a sleek black motorcycle down a bustling city street. She wears a fitted leather jacket, dark sunglasses, and a helmet with a visor up, revealing her confident expression. Her posture is relaxed yet controlled as she grips the handlebars firmly. The motorcycle's engine roars as she navigates through traffic. The urban backdrop includes tall buildings, street signs, and passing cars, creating a vibrant, dynamic scene. Medium shot focusing on the girl and the motorcycle, capturing the energy of the city.
-The stylish young woman on the sleek black motorcycle leans slightly to the right as she smoothly changes lanes. Her fitted leather jacket gleams under the city lights, and her dark sunglasses reflect the passing scenery. With her helmet visor up, a faint smile plays on her lips, showing her enjoyment of the ride. Suddenly, she extends her left hand to adjust the side mirror, briefly checking the reflection of the vibrant urban backdrop behind her before returning her grip to the handlebars. Medium shot focusing on the girl and the motorcycle, capturing the energy of the city.
-The stylish young woman on the sleek black motorcycle accelerates gently, causing her hair to flutter beneath the edge of her helmet. Her fitted leather jacket remains snug against the wind, while her dark sunglasses shield her eyes from the glare. As she cruises past towering skyscrapers and vibrant street signs, she reaches down with her right hand to toggle a switch on the dashboard, activating the motorcycle's bright turn signal. The urban environment blurs slightly in the background, emphasizing her focused movement through the traffic. Medium shot focusing on the girl and the motorcycle, capturing the energy of the city.
-The stylish young woman on the sleek black motorcycle maintains her steady pace through the busy urban corridor. Her fitted leather jacket and dark sunglasses remain prominent against the backdrop of tall buildings and passing cars. With her helmet visor up, her confident expression is clear as she navigates the road. As she rides, she briefly lifts her left boot to shift gears, pressing down decisively on the pedal near the footrest. The engine note changes pitch slightly, blending with the city noise, while street signs flash by in the background. Medium shot focusing on the girl and the motorcycle, capturing the energy of the city.
-The stylish young woman on the sleek black motorcycle rides confidently forward amidst the bustling traffic. Her fitted leather jacket and dark sunglasses stay consistent with her cool demeanor, while the helmet visor remains up. As she passes a row of tall buildings and street signs, she suddenly raises her left hand to wave at a pedestrian standing on the nearby sidewalk. Her posture stays relaxed despite the momentary gesture, and she quickly returns her hand to the grip to maintain control. The urban backdrop continues to provide a vibrant, dynamic atmosphere around her. Medium shot focusing on the girl and the motorcycle, capturing the energy of the city.
-The stylish young woman on the sleek black motorcycle rides forward, her fitted leather jacket absorbing the ambient city light. She wears dark sunglasses and keeps her helmet visor up, maintaining a confident, relaxed expression amidst the towering buildings and passing cars. While cruising through the vibrant urban scene, she briefly tilts her head to glance at a large digital billboard flashing colorful advertisements above the street. Her grip on the handlebars remains steady as she takes in the glowing display before refocusing on the road ahead. Medium shot focusing on the girl and the motorcycle, capturing the energy of the city.
diff --git a/diffusers/helios/interactive_showcases2.mp4 b/diffusers/helios/interactive_showcases2.mp4
deleted file mode 100644
index ba193385d0643639b99b958af57c8d9bce822b5b..0000000000000000000000000000000000000000
--- a/diffusers/helios/interactive_showcases2.mp4
+++ /dev/null
@@ -1,3 +0,0 @@
-version https://git-lfs.github.com/spec/v1
-oid sha256:a02103099897c0bb98648a466eee6c88bc375b897fb7da41e28ce488c6b6d434
-size 7483001
diff --git a/diffusers/helios/interactive_showcases2.txt b/diffusers/helios/interactive_showcases2.txt
deleted file mode 100644
index 439ac514db21049be6fa87ca960bda2c8e127599..0000000000000000000000000000000000000000
--- a/diffusers/helios/interactive_showcases2.txt
+++ /dev/null
@@ -1,6 +0,0 @@
-Close-up view of hands carefully turning over papers one by one, revealing handwritten notes and sketches. In the same frame, another hand is seen writing diligently with a pen, making annotations and corrections. The motion is smooth and deliberate, capturing the focused and meticulous process of note-taking and editing. The scene is set against a plain, neutral background to maintain focus on the hands and their actions. Medium close-up shot, static camera.
-The hands manipulate the stack of documents, shifting from the center to reveal a partially hidden photograph clipped to a yellowed index card underneath. One hand slides the photograph closer while the other taps the glossy surface with the pen's cap, highlighting a specific detail in the image. The writing hand then circles a relevant section on the adjacent paper, linking the visual evidence to the text. The neutral surface emphasizes the sharp contrast of the photograph's colors against the white pages. Medium close-up shot static camera
-The hands carefully lift the edge of the papers to uncover a small, rusted metal key taped securely to the back of the final document. One hand pries the tape loose, freeing the key, while the writing hand pauses its annotation to pick up the object for inspection. The metallic texture of the key contrasts sharply with the paper, catching the light as it is turned over. The meticulous atmosphere remains undisturbed as the pen is set down briefly next to the handwritten notes. Medium close-up shot static camera
-The hands reach towards the side of the desk and retrieve a heavy brass magnifying glass, bringing it directly over the handwritten notes. One hand holds the thick glass lens steady, distorting and enlarging the ink strokes underneath, while the other hand resumes writing rapidly in the margins. The light reflects off the curved glass surface, creating a brief flare before settling back onto the neutral workspace. The pen scratches audibly against the paper as new observations are recorded next to the magnified text. Medium close-up shot static camera
-The hands push aside the main stack of papers to introduce a small, transparent glass vial containing a dark blue liquid onto the neutral surface. One hand uncorks the vial carefully, while the writing hand dips the tip of the pen into the ink, drawing up the fluid. A drop of the blue liquid falls onto a blank section of the page, spreading slowly into the fibers as the hand watches the reaction intently. The meticulous atmosphere persists as the focus shifts to the interaction between the ink and paper. Medium close-up shot static camera
-The hands carefully place a red wax seal stamp onto the neutral surface next to the handwritten documents. One hand positions the bottom of the page while the other retrieves a stick of sealing wax and a small lighter. The flame melts the wax, allowing it to drip onto the paper in a thick, pooling circle. The heavy metal stamp is then pressed firmly into the hot wax, leaving a distinct impression as it cools. The pen rests nearby, ready to resume writing once the seal sets. Medium close-up shot static camera
diff --git a/diffusers/helios/t2v_showcases1.mp4 b/diffusers/helios/t2v_showcases1.mp4
deleted file mode 100644
index a59ece97142e1c6f57f0a463a0ab6a640a8d660a..0000000000000000000000000000000000000000
--- a/diffusers/helios/t2v_showcases1.mp4
+++ /dev/null
@@ -1,3 +0,0 @@
-version https://git-lfs.github.com/spec/v1
-oid sha256:718ed55a320803139474222c7e14a0fa79b4cb0ecadc04633e8c2f372a091446
-size 10194646
diff --git a/diffusers/helios/t2v_showcases2.mp4 b/diffusers/helios/t2v_showcases2.mp4
deleted file mode 100644
index 281b48958e37302f2f0b8ab956e989b082e8405f..0000000000000000000000000000000000000000
--- a/diffusers/helios/t2v_showcases2.mp4
+++ /dev/null
@@ -1,3 +0,0 @@
-version https://git-lfs.github.com/spec/v1
-oid sha256:fa5096392c9b1e1f3b5204a148075db72aeeca25d1ccab214631f3afdb51594e
-size 4263323
diff --git a/diffusers/helios/wave.jpg b/diffusers/helios/wave.jpg
deleted file mode 100644
index a46848a62f8b71195e8c12dc8616929f1902b7df..0000000000000000000000000000000000000000
--- a/diffusers/helios/wave.jpg
+++ /dev/null
@@ -1,3 +0,0 @@
-version https://git-lfs.github.com/spec/v1
-oid sha256:4e0841b8863b8425a9a7ac685d9e500c9d218ea76206c0205369c46f8d2328aa
-size 7998262
diff --git a/diffusers/modular_demo_dynamic.gif b/diffusers/modular_demo_dynamic.gif
deleted file mode 100644
index 66d395566c884a19f93efb002e2d3dfee49ae472..0000000000000000000000000000000000000000
--- a/diffusers/modular_demo_dynamic.gif
+++ /dev/null
@@ -1,3 +0,0 @@
-version https://git-lfs.github.com/spec/v1
-oid sha256:ab9bafe9da1f43b8add0fded5ee77bce6a7c3a55567ba9bf895a4ff5acba379c
-size 1753896
diff --git a/diffusers/peng.png b/diffusers/peng.png
deleted file mode 100644
index e990427e365726ba81bc3b62530ead4c41f31a71..0000000000000000000000000000000000000000
--- a/diffusers/peng.png
+++ /dev/null
@@ -1,3 +0,0 @@
-version https://git-lfs.github.com/spec/v1
-oid sha256:f416333e578b2238bd81a5bfcdd48d03f0f6ea04e4c532caa7ff4b656f08025b
-size 613127
diff --git a/diffusers/wan-cat.jpg b/diffusers/wan-cat.jpg
deleted file mode 100644
index 8c7fabd943752179587eb717362db32ce1eb4800..0000000000000000000000000000000000000000
--- a/diffusers/wan-cat.jpg
+++ /dev/null
@@ -1,3 +0,0 @@
-version https://git-lfs.github.com/spec/v1
-oid sha256:077e3d965090c9028c69c00931675f42e1acc815c6eb450ab291b3b72d211a8e
-size 250628
diff --git a/e2e_ltx_video.png b/e2e_ltx_video.png
deleted file mode 100644
index 79ae26bb2f58785bae9d1ef2c1724e6ed7d46a39..0000000000000000000000000000000000000000
--- a/e2e_ltx_video.png
+++ /dev/null
@@ -1,3 +0,0 @@
-version https://git-lfs.github.com/spec/v1
-oid sha256:3e5c9680d7f325d0172cffd5afed45495c373d6be7b100f6a1fc82290b09dea1
-size 76972
diff --git a/endpoints-inference/phamily.webp b/endpoints-inference/phamily.webp
deleted file mode 100644
index 79da32aeb731410ed7186d2712ca2dc255824e82..0000000000000000000000000000000000000000
--- a/endpoints-inference/phamily.webp
+++ /dev/null
@@ -1,3 +0,0 @@
-version https://git-lfs.github.com/spec/v1
-oid sha256:9747867a32c74aa8e4b464b3d76c45493dabb642987f207cbcd3a1d27c1a1f78
-size 29228
diff --git a/endpoints-inference/waymark.svg b/endpoints-inference/waymark.svg
deleted file mode 100644
index 965f3463ee0fdc9be98d080a87fbc2720e6eca96..0000000000000000000000000000000000000000
--- a/endpoints-inference/waymark.svg
+++ /dev/null
@@ -1,16 +0,0 @@
-<svg width="120" height="24" viewBox="0 0 120 24" fill="none" xmlns="http://www.w3.org/2000/svg">
-<g clip-path="url(#clip0_1893_4118)">
-<path d="M21.511 0.913818L18.4316 11.2303L15.4739 0.913818H11.4408L8.48307 11.2303L5.40223 0.913818H0L6.1602 18.0253H10.6087L13.4685 8.71159L16.3046 18.0253H20.7545L26.9147 0.913818H21.511Z" fill="black"/>
-<path d="M28.1118 17.5491C27.2812 17.0032 26.6404 16.2452 26.1939 15.2751C25.746 14.3065 25.522 13.2015 25.522 11.9629C25.522 10.7243 25.7504 9.61627 26.2058 8.63728C26.6612 7.65978 27.3094 6.89884 28.1489 6.35149C28.9885 5.80563 29.9541 5.53271 31.0458 5.53271C31.9581 5.53271 32.7398 5.7285 33.3924 6.1201C34.0436 6.51169 34.5257 7.03382 34.8342 7.68499V5.87683H39.6253V18.0252H34.8342V16.217C34.5405 16.8519 34.0555 17.3711 33.3791 17.7701C32.7027 18.1691 31.9165 18.3693 31.0206 18.3693C29.9126 18.3693 28.9425 18.0964 28.1118 17.5505M34.407 13.7859C34.8223 13.3053 35.03 12.6986 35.03 11.9644C35.03 11.2301 34.8223 10.5997 34.407 10.1191C33.9917 9.63852 33.4325 9.39822 32.7324 9.39822C32.0322 9.39822 31.5012 9.63852 31.0948 10.1191C30.6869 10.5997 30.4837 11.2153 30.4837 11.9644C30.4837 12.7135 30.6869 13.3246 31.0948 13.7978C31.5027 14.2709 32.0485 14.5068 32.7324 14.5068C33.4162 14.5068 33.9917 14.2665 34.407 13.7859Z" fill="black"/>
-<path d="M54.8543 5.87695V17.2199C54.8543 18.2137 54.6866 19.0933 54.3529 19.8602C54.0192 20.6255 53.5742 21.2456 53.0209 21.7173C52.4172 22.2053 51.7497 22.5568 51.0155 22.7689C50.2827 22.981 49.3527 23.0864 48.2283 23.0864C47.104 23.0864 46.1101 22.9885 45.3433 22.7927C44.5764 22.5969 43.9252 22.2794 43.3883 21.8389C42.9151 21.4473 42.5279 20.9637 42.2268 20.3852C41.9257 19.8068 41.7744 19.2149 41.7744 18.6127H46.5655C46.5981 19.0043 46.7494 19.3098 47.0179 19.5294C47.2864 19.7489 47.6899 19.8602 48.2283 19.8602C49.4506 19.8602 50.0617 19.2075 50.0617 17.9037V15.6787C49.7354 16.3314 49.2473 16.8401 48.5947 17.2065C47.9435 17.5729 47.1692 17.7568 46.2718 17.7568C43.2726 17.7568 41.7744 16.0288 41.7744 12.5741V5.87695H46.5655V12.0134C46.5655 12.715 46.696 13.2446 46.9571 13.6021C47.2182 13.961 47.6409 14.1405 48.2283 14.1405C49.4506 14.1405 50.0617 13.3009 50.0617 11.6233V5.87695H54.8528H54.8543Z" fill="black"/>
-<path d="M57.152 5.87682H61.9431V7.66125C62.2204 6.99227 62.6639 6.47163 63.2751 6.09635C63.8862 5.72107 64.6397 5.53418 65.5371 5.53418C67.4432 5.53418 68.707 6.29956 69.3255 7.83183C69.6681 7.11539 70.1888 6.55321 70.8904 6.1453C71.5905 5.73739 72.3974 5.53418 73.3097 5.53418C74.8746 5.53418 75.9782 5.98659 76.6219 6.88992C77.2657 7.79474 77.5876 9.02886 77.5876 10.5937V18.0251H72.6986V11.4748C72.6986 10.7895 72.5843 10.297 72.3559 9.99598C72.1275 9.69487 71.7774 9.54357 71.3042 9.54357C70.7984 9.54357 70.4157 9.73047 70.1547 10.1057C69.8936 10.481 69.7631 11.0906 69.7631 11.9391V18.0251H64.8741V11.4748C64.8741 10.7895 64.7643 10.297 64.5433 9.99598C64.3238 9.69487 63.9767 9.54357 63.5035 9.54357C62.9814 9.54357 62.5913 9.72602 62.3302 10.0938C62.0691 10.4617 61.9386 11.0758 61.9386 11.9391V18.0251H57.1475V5.87682H57.152Z" fill="black"/>
-<path d="M81.4991 17.5491C80.6684 17.0032 80.0276 16.2452 79.5797 15.2751C79.1317 14.3065 78.9077 13.2015 78.9077 11.9629C78.9077 10.7243 79.1362 9.61627 79.5915 8.63728C80.0469 7.65978 80.6951 6.89884 81.5347 6.35149C82.3742 5.80563 83.3384 5.53271 84.4316 5.53271C85.3438 5.53271 86.127 5.7285 86.7782 6.1201C87.4294 6.51169 87.9114 7.03382 88.22 7.68499V5.87683H93.0111V18.0252H88.22V16.217C87.9263 16.8519 87.4412 17.3711 86.7648 17.7701C86.0884 18.1691 85.3023 18.3693 84.4064 18.3693C83.2983 18.3693 82.3282 18.0964 81.4976 17.5505M87.7928 13.7859C88.2081 13.3053 88.4158 12.6986 88.4158 11.9644C88.4158 11.2301 88.2081 10.5997 87.7928 10.1191C87.3774 9.63852 86.8197 9.39822 86.1181 9.39822C85.4165 9.39822 84.8869 9.63852 84.4805 10.1191C84.0726 10.5997 83.8694 11.2153 83.8694 11.9644C83.8694 12.7135 84.0726 13.3246 84.4805 13.7978C84.8869 14.2709 85.4343 14.5068 86.1181 14.5068C86.8019 14.5068 87.3774 14.2665 87.7928 13.7859Z" fill="black"/>
-<path d="M95.2866 5.87681H100.078V8.59126C100.29 7.66122 100.713 6.93738 101.349 6.41525C101.984 5.89313 102.725 5.63354 103.574 5.63354C103.882 5.63354 104.185 5.65727 104.479 5.70622V10.2288C104.071 10.165 103.663 10.1309 103.256 10.1309C102.181 10.1309 101.383 10.4409 100.861 11.0595C100.339 11.6795 100.079 12.6407 100.079 13.9445V18.0266H95.2881V5.87681H95.2866Z" fill="black"/>
-<path d="M114.353 18.0253L111.053 12.9895V18.0253H106.261V0.913818H111.053V10.6681L114.427 5.87699H119.853L115.428 11.5729L120 18.0253H114.353Z" fill="black"/>
-</g>
-<defs>
-<clipPath id="clip0_1893_4118">
-<rect width="120" height="24" fill="white"/>
-</clipPath>
-</defs>
-</svg>
diff --git a/enterprise/dark-enterprise-private-storage-v2.png b/enterprise/dark-enterprise-private-storage-v2.png
deleted file mode 100644
index 13780743b1db359d5cf9818b5e1146f4087e2b86..0000000000000000000000000000000000000000
--- a/enterprise/dark-enterprise-private-storage-v2.png
+++ /dev/null
@@ -1,3 +0,0 @@
-version https://git-lfs.github.com/spec/v1
-oid sha256:31e25d405031748b8033bd530eeeff6ee0f9fe758aef91f0282ef95e30a6506b
-size 264754
diff --git a/enterprise/dark-network-sec-blocked-content.png b/enterprise/dark-network-sec-blocked-content.png
deleted file mode 100644
index 782b83890ba5a624c3edab20869b7290c8d0ef8f..0000000000000000000000000000000000000000
--- a/enterprise/dark-network-sec-blocked-content.png
+++ /dev/null
@@ -1,3 +0,0 @@
-version https://git-lfs.github.com/spec/v1
-oid sha256:d44020688014f683bfff59580e3974928120ed898dfed45b923b9258b3e75608
-size 108500
diff --git a/enterprise/dark-network-sec-cap-v2.png b/enterprise/dark-network-sec-cap-v2.png
deleted file mode 100644
index 2a24991afe59d149f3adee0d71915677bec0e498..0000000000000000000000000000000000000000
--- a/enterprise/dark-network-sec-cap-v2.png
+++ /dev/null
@@ -1,3 +0,0 @@
-version https://git-lfs.github.com/spec/v1
-oid sha256:f7916d02a718287db7a4054b7e294e1425c586fd935ed97f9ecda5151adfa9d8
-size 255111
diff --git a/enterprise/enterprise-private-storage-v2.png b/enterprise/enterprise-private-storage-v2.png
deleted file mode 100644
index d13989ab287939e694a59586825f7aa97aae6940..0000000000000000000000000000000000000000
--- a/enterprise/enterprise-private-storage-v2.png
+++ /dev/null
@@ -1,3 +0,0 @@
-version https://git-lfs.github.com/spec/v1
-oid sha256:8cbc502643d9f27760784c0c17c707030d90c8129556b42437d555f159e87394
-size 273950
diff --git a/enterprise/network-sec-blocked-content.png b/enterprise/network-sec-blocked-content.png
deleted file mode 100644
index 4e3ae17c8dff8c0bcc33313041e823d03406574c..0000000000000000000000000000000000000000
--- a/enterprise/network-sec-blocked-content.png
+++ /dev/null
@@ -1,3 +0,0 @@
-version https://git-lfs.github.com/spec/v1
-oid sha256:d0aba49e4400bbfb12c238c5470faef5eba2ced86ee4ae158b98d244bcb4fce6
-size 118346
diff --git a/enterprise/network-sec-cap-v2.png b/enterprise/network-sec-cap-v2.png
deleted file mode 100644
index 902a39294befe58cd938e8c8f732841b99c5400a..0000000000000000000000000000000000000000
--- a/enterprise/network-sec-cap-v2.png
+++ /dev/null
@@ -1,3 +0,0 @@
-version https://git-lfs.github.com/spec/v1
-oid sha256:baa97351f01b62f644ed59cfb88c3c429e5be1bc00fbcd9dcd0dab2741135e00
-size 236832
diff --git a/eval-results-blog/banner.png b/eval-results-blog/banner.png
deleted file mode 100644
index 300d9d21cd6e8f5642b09d686fcef76580f55e45..0000000000000000000000000000000000000000
--- a/eval-results-blog/banner.png
+++ /dev/null
@@ -1,3 +0,0 @@
-version https://git-lfs.github.com/spec/v1
-oid sha256:21b66d1edd7a8400498810c841ab0b2d51e43e065e318d0cba0321c6ab85ec99
-size 502141
diff --git a/eval-results-blog/benchmark.png b/eval-results-blog/benchmark.png
deleted file mode 100644
index 63f84e2986baf5f485ade7e616b48521832b348b..0000000000000000000000000000000000000000
--- a/eval-results-blog/benchmark.png
+++ /dev/null
@@ -1,3 +0,0 @@
-version https://git-lfs.github.com/spec/v1
-oid sha256:d9fa6f09891d7dbf82128eaff119cd9adceb52f0ce3249cb33683576ffeb7c91
-size 168962
diff --git a/eval-results-blog/model.png b/eval-results-blog/model.png
deleted file mode 100644
index 58b82fa3861516d7e579b72baf2272bedded0a8d..0000000000000000000000000000000000000000
--- a/eval-results-blog/model.png
+++ /dev/null
@@ -1,3 +0,0 @@
-version https://git-lfs.github.com/spec/v1
-oid sha256:6e908a0cd54fbf445723fadd72d5b79aa294edf14e7cdafa7996332648d70f21
-size 34962
diff --git a/eval-results/banner.png b/eval-results/banner.png
deleted file mode 100644
index 300d9d21cd6e8f5642b09d686fcef76580f55e45..0000000000000000000000000000000000000000
--- a/eval-results/banner.png
+++ /dev/null
@@ -1,3 +0,0 @@
-version https://git-lfs.github.com/spec/v1
-oid sha256:21b66d1edd7a8400498810c841ab0b2d51e43e065e318d0cba0321c6ab85ec99
-size 502141
diff --git a/eval-results/screen-recording.mp4 b/eval-results/screen-recording.mp4
deleted file mode 100644
index 7b50a8e1066c32eb5df9494beb0fda21b45afc1c..0000000000000000000000000000000000000000
--- a/eval-results/screen-recording.mp4
+++ /dev/null
@@ -1,3 +0,0 @@
-version https://git-lfs.github.com/spec/v1
-oid sha256:d52458e1542aff197048276ac485a6467a724d4629ba005fe20dfb17741750fe
-size 15029497
diff --git a/flux2_blog/image 1.png b/flux2_blog/image 1.png
deleted file mode 100644
index 87c355461e72e71ea17c50f148e7ca33081ef12a..0000000000000000000000000000000000000000
--- a/flux2_blog/image 1.png	
+++ /dev/null
@@ -1,3 +0,0 @@
-version https://git-lfs.github.com/spec/v1
-oid sha256:e217c50e6084373265515d1d35e5450afa15bb7b3443a141b581f9dd2f4c6b78
-size 833615
diff --git a/flux2_blog/image 2.png b/flux2_blog/image 2.png
deleted file mode 100644
index d57100eb6dc660d1ec607cfcf2c2025de3a7cba4..0000000000000000000000000000000000000000
--- a/flux2_blog/image 2.png	
+++ /dev/null
@@ -1,3 +0,0 @@
-version https://git-lfs.github.com/spec/v1
-oid sha256:32bda8b4f110570857dd023a18a4a104af8d673abe4206cfac46b609ba5ec2e7
-size 714086
diff --git a/flux2_blog/image.png b/flux2_blog/image.png
deleted file mode 100644
index a57aaa5e2eb1b5322300fc68351957fde6190a6c..0000000000000000000000000000000000000000
--- a/flux2_blog/image.png
+++ /dev/null
@@ -1,3 +0,0 @@
-version https://git-lfs.github.com/spec/v1
-oid sha256:656d50d60dbfb1de20a55de62f2c53adc135fe2c8572b730c9d3051093c73ecf
-size 91619
diff --git a/flux2_blog/kangaroo.png b/flux2_blog/kangaroo.png
deleted file mode 100644
index e8775e82d4062e9fbdd717691074c6abd0194d37..0000000000000000000000000000000000000000
--- a/flux2_blog/kangaroo.png
+++ /dev/null
@@ -1,3 +0,0 @@
-version https://git-lfs.github.com/spec/v1
-oid sha256:576cf0e62538b2400e046b5e6d9269101ba6039a7f0dd06aaed45f751513753f
-size 961883
diff --git a/flux2_blog/teal_hex.png b/flux2_blog/teal_hex.png
deleted file mode 100644
index 1c39558beece8c485a296545c7865fd677d998e2..0000000000000000000000000000000000000000
--- a/flux2_blog/teal_hex.png
+++ /dev/null
@@ -1,3 +0,0 @@
-version https://git-lfs.github.com/spec/v1
-oid sha256:2ed3710674859f39f4b365b640d4e678a6f1695c81260e04d8778d7a6e53655f
-size 120
diff --git a/flux2_blog/teaser_editing.png b/flux2_blog/teaser_editing.png
deleted file mode 100644
index 2bef68c560a4b067b45c0e6504692fa9f8c20382..0000000000000000000000000000000000000000
--- a/flux2_blog/teaser_editing.png
+++ /dev/null
@@ -1,3 +0,0 @@
-version https://git-lfs.github.com/spec/v1
-oid sha256:86383dbcce4b865cb5620fc89ba116245e734ac88ef852e43ed3001bc6944daf
-size 3035600
diff --git a/flux2_blog/teaser_generation.png b/flux2_blog/teaser_generation.png
deleted file mode 100644
index d27b264f6f9a9be9f061a489ad7099e5bf294309..0000000000000000000000000000000000000000
--- a/flux2_blog/teaser_generation.png
+++ /dev/null
@@ -1,3 +0,0 @@
-version https://git-lfs.github.com/spec/v1
-oid sha256:b36cf7a0cc6be78556dc6db1c73c4c1220843d3db597376940387fb0677837c2
-size 6417614
diff --git a/flux2_blog/turtle.png b/flux2_blog/turtle.png
deleted file mode 100644
index bade27952a1ac4053b248dc05bf691722710dc84..0000000000000000000000000000000000000000
--- a/flux2_blog/turtle.png
+++ /dev/null
@@ -1,3 +0,0 @@
-version https://git-lfs.github.com/spec/v1
-oid sha256:9803ed782d870f8a0320c76b494e268b3e57d7b551f68a6ced01b11917f80c9b
-size 904868
diff --git a/flux2_blog/two_images_result.png b/flux2_blog/two_images_result.png
deleted file mode 100644
index 98f002996324e0d0438cd2e07f44a2f8b2f9b94d..0000000000000000000000000000000000000000
--- a/flux2_blog/two_images_result.png
+++ /dev/null
@@ -1,3 +0,0 @@
-version https://git-lfs.github.com/spec/v1
-oid sha256:5fcf9758297356bf80583acd878d16cc74f0bf5ec53d5ccb9ff88f7fb9c8b277
-size 1255869
diff --git a/flux2_blog/walkman.png b/flux2_blog/walkman.png
deleted file mode 100644
index 755467da6e9e7ee69126015bef391ef0bb78b2da..0000000000000000000000000000000000000000
--- a/flux2_blog/walkman.png
+++ /dev/null
@@ -1,3 +0,0 @@
-version https://git-lfs.github.com/spec/v1
-oid sha256:d022066e5b8968ef02b113b95cc4017807d2a0d65462eda8733101bcfcb3e655
-size 665862
diff --git a/flux2_blog/wired_walkman_2.png b/flux2_blog/wired_walkman_2.png
deleted file mode 100644
index d3b92a59aa0eeedd4f896114d979032ad064cb11..0000000000000000000000000000000000000000
--- a/flux2_blog/wired_walkman_2.png
+++ /dev/null
@@ -1,3 +0,0 @@
-version https://git-lfs.github.com/spec/v1
-oid sha256:cf885761933da5c5ac362e4103fe3e021a5887f262d3d4da8b5fdde619c5088a
-size 803283
diff --git a/g4-blog/26b.png b/g4-blog/26b.png
deleted file mode 100644
index 2ff0af2010fb2e9b5d69b97664e7a348e596dcfb..0000000000000000000000000000000000000000
--- a/g4-blog/26b.png
+++ /dev/null
@@ -1,3 +0,0 @@
-version https://git-lfs.github.com/spec/v1
-oid sha256:a0e90fd6e17c1b2999a24d864795df66e4da48514a7dfc484b704fb8e167ee7d
-size 788692
diff --git a/g4-blog/31b.png b/g4-blog/31b.png
deleted file mode 100644
index 68436be61792d36a60f4c11093fd6298ee272c64..0000000000000000000000000000000000000000
--- a/g4-blog/31b.png
+++ /dev/null
@@ -1,3 +0,0 @@
-version https://git-lfs.github.com/spec/v1
-oid sha256:59c951f1f5a05bc3e7222f1cc80fc11d1d4df184ae4fd97dc788e2a39db84b91
-size 788689
diff --git a/g4-blog/31b_bike.png b/g4-blog/31b_bike.png
deleted file mode 100644
index daccd342a114ed44bd1887cd7f6a3dc6d50a8889..0000000000000000000000000000000000000000
--- a/g4-blog/31b_bike.png
+++ /dev/null
@@ -1,3 +0,0 @@
-version https://git-lfs.github.com/spec/v1
-oid sha256:3892faf733e0c76f29ee403132f37b7f9ce73b0cd1767b6d3e17935fd140adc6
-size 4210564
diff --git a/g4-blog/bike_26b.png b/g4-blog/bike_26b.png
deleted file mode 100644
index f8072d10c940bb4ab9b8af41aec395c2fb0d9fca..0000000000000000000000000000000000000000
--- a/g4-blog/bike_26b.png
+++ /dev/null
@@ -1,3 +0,0 @@
-version https://git-lfs.github.com/spec/v1
-oid sha256:c8a5072bea909b86451ace44f56c5e148d5f710226ed4faaa5ddd77e4bacdeaa
-size 4212005
diff --git a/g4-blog/bike_e4b.png b/g4-blog/bike_e4b.png
deleted file mode 100644
index 288ef9feec2cc9ae2cd451d9e4eb26918f7be614..0000000000000000000000000000000000000000
--- a/g4-blog/bike_e4b.png
+++ /dev/null
@@ -1,3 +0,0 @@
-version https://git-lfs.github.com/spec/v1
-oid sha256:bc8524f7031818845448c8c821b2b3805973d1b7d6dab84b7a754dd1d0cacfa6
-size 4210010
diff --git a/g4-blog/bird.png b/g4-blog/bird.png
deleted file mode 100644
index 80533f3d62fa62524c0753fa3f046889aa151fd8..0000000000000000000000000000000000000000
--- a/g4-blog/bird.png
+++ /dev/null
@@ -1,3 +0,0 @@
-version https://git-lfs.github.com/spec/v1
-oid sha256:c93d00048296970072e893751cabf8d561a4a3450cce7240e8467d71513cb798
-size 2865899
diff --git a/g4-blog/e2b.png b/g4-blog/e2b.png
deleted file mode 100644
index 9e9815b367d72500eb1110f8feff91976e23db08..0000000000000000000000000000000000000000
--- a/g4-blog/e2b.png
+++ /dev/null
@@ -1,3 +0,0 @@
-version https://git-lfs.github.com/spec/v1
-oid sha256:df2297dc00f07f30c82a0cf1017c1f686fe20b1e2f296a0d33f1f87dc64285c4
-size 788531
diff --git a/g4-blog/e2b_bike.png b/g4-blog/e2b_bike.png
deleted file mode 100644
index 616e8b944bc603e04a1f0fc32032b7a294d9b70b..0000000000000000000000000000000000000000
--- a/g4-blog/e2b_bike.png
+++ /dev/null
@@ -1,3 +0,0 @@
-version https://git-lfs.github.com/spec/v1
-oid sha256:1ed10c86d26ec2287fd7e41e8d125cae4d56be00437867fc83f3483067b7003e
-size 4210846
diff --git a/g4-blog/e4b.png b/g4-blog/e4b.png
deleted file mode 100644
index 59d1adfc4c43fc742691280efe51aae16b325049..0000000000000000000000000000000000000000
--- a/g4-blog/e4b.png
+++ /dev/null
@@ -1,3 +0,0 @@
-version https://git-lfs.github.com/spec/v1
-oid sha256:8c8b59b5d472bc525bef4b6b241c49b61396ca19d6d74691a589758eb55c1e8b
-size 790520
diff --git a/g4-blog/food_resized.png b/g4-blog/food_resized.png
deleted file mode 100644
index 4df9c8212aa52efcbacd250f02feeb3773c2cd19..0000000000000000000000000000000000000000
--- a/g4-blog/food_resized.png
+++ /dev/null
@@ -1,3 +0,0 @@
-version https://git-lfs.github.com/spec/v1
-oid sha256:ece964844aa8ef3774f8529a5bd1a8169b46c87961e237c51f3030221a230334
-size 470822
diff --git a/g4-blog/g4_graph.png b/g4-blog/g4_graph.png
deleted file mode 100644
index e6fa325bcf760d7e4466d7fefce31d6b194a1030..0000000000000000000000000000000000000000
--- a/g4-blog/g4_graph.png
+++ /dev/null
@@ -1,3 +0,0 @@
-version https://git-lfs.github.com/spec/v1
-oid sha256:9697e92d9a8671fe99db8e1483352261b745a9781d45727343377d3eff2cbdaf
-size 343249
diff --git a/g4-blog/g4_graph_2.png b/g4-blog/g4_graph_2.png
deleted file mode 100644
index f951562fec665d86f54a520642f5a21d828ea261..0000000000000000000000000000000000000000
--- a/g4-blog/g4_graph_2.png
+++ /dev/null
@@ -1,3 +0,0 @@
-version https://git-lfs.github.com/spec/v1
-oid sha256:3acb6bb3fd6286e3f0b529fbceb96d7602d4fb769922836ff9f91d18a3d38dad
-size 202954
diff --git a/g4-blog/gemma4/thumbnail.png b/g4-blog/gemma4/thumbnail.png
deleted file mode 100644
index 34b2beddfa90ac096a26a0bb7a7ad06599a67de4..0000000000000000000000000000000000000000
--- a/g4-blog/gemma4/thumbnail.png
+++ /dev/null
@@ -1,3 +0,0 @@
-version https://git-lfs.github.com/spec/v1
-oid sha256:f154563eb191c8279acbe3a4b1fbd5605b27e85c349c92c83c747dc1c43914ee
-size 2258491
diff --git a/g4-blog/landing_page.png b/g4-blog/landing_page.png
deleted file mode 100644
index 277944c2ca508e24a6bac64a2ccd89006d3fa3d4..0000000000000000000000000000000000000000
--- a/g4-blog/landing_page.png
+++ /dev/null
@@ -1,3 +0,0 @@
-version https://git-lfs.github.com/spec/v1
-oid sha256:1491209e433be440b72ffa8a70949cbeecec3c1ac7ba477ddb4af60b9d78e139
-size 435878
diff --git a/g4-blog/page_26b.png b/g4-blog/page_26b.png
deleted file mode 100644
index 12bbe9cc5a92497bafe51c0bcd4001e4f13bf938..0000000000000000000000000000000000000000
--- a/g4-blog/page_26b.png
+++ /dev/null
@@ -1,3 +0,0 @@
-version https://git-lfs.github.com/spec/v1
-oid sha256:b599f8afc7cba4c25a2c031f6ca34d26ef76a8bcbb2f0770497fa5e88b577c4c
-size 279764
diff --git a/g4-blog/page_31b.png b/g4-blog/page_31b.png
deleted file mode 100644
index 5735d66229f48b6b1cb0274a43b4a71f33fce83e..0000000000000000000000000000000000000000
--- a/g4-blog/page_31b.png
+++ /dev/null
@@ -1,3 +0,0 @@
-version https://git-lfs.github.com/spec/v1
-oid sha256:4010ef67ad7ef86c64fe88ab007821f5a3464b5caef3b85f1b84a1975573033f
-size 276300
diff --git a/g4-blog/page_e2b.html b/g4-blog/page_e2b.html
deleted file mode 100644
index e6408f55e1b4fdecca90216353b0ecc23a4553e3..0000000000000000000000000000000000000000
--- a/g4-blog/page_e2b.html
+++ /dev/null
@@ -1,297 +0,0 @@
-<!DOCTYPE html>
-<html lang="en">
-<head>
-    <meta charset="UTF-8">
-    <meta name="viewport" content="width=device-width, initial-scale=1.0">
-    <title>Bitedash Landing Page</title>
-    <link href="https://fonts.googleapis.com/css2?family=Poppins:wght@400;600;700&display=swap" rel="stylesheet">
-    <style>
-        * {
-            margin: 0;
-            padding: 0;
-            box-sizing: border-box;
-        }
-
-        html,
-        body {
-            height: 100%;
-        }
-
-        body {
-            font-family: 'Poppins', sans-serif;
-            background-color: #f8f9fa;
-            color: #333;
-            line-height: 1.6;
-            min-height: 100svh;
-            overflow: hidden;
-        }
-
-        .navbar {
-            height: 80px;
-            display: flex;
-            justify-content: space-between;
-            align-items: center;
-            padding: 15px 5%;
-            background-color: #ffffff;
-            border-bottom: 1px solid #eee;
-        }
-
-        .logo {
-            font-size: 1.8rem;
-            font-weight: 700;
-            color: #e63946;
-        }
-
-        .nav-links {
-            display: flex;
-            align-items: center;
-            gap: 25px;
-        }
-
-        .nav-links a {
-            text-decoration: none;
-            color: #555;
-            font-weight: 600;
-            transition: color 0.3s;
-        }
-
-        .nav-links a:hover {
-            color: #e63946;
-        }
-
-        .container {
-            min-height: calc(100svh - 80px);
-            max-width: 1200px;
-            margin: 0 auto;
-            padding: 24px 20px;
-            display: flex;
-            align-items: center;
-            gap: 50px;
-        }
-
-        .main-content {
-            flex: 1;
-            padding-right: 30px;
-        }
-
-        h1 {
-            font-size: clamp(2.8rem, 5vw, 4.5rem);
-            font-weight: 700;
-            line-height: 1.05;
-            margin-bottom: 20px;
-            color: #333;
-        }
-
-        .highlight {
-            color: #e63946;
-        }
-
-        .description {
-            font-size: 1.05rem;
-            color: #555;
-            margin-bottom: 30px;
-            max-width: 560px;
-        }
-
-        .cta-buttons {
-            display: flex;
-            gap: 15px;
-            flex-wrap: wrap;
-        }
-
-        .btn {
-            padding: 12px 25px;
-            border: none;
-            border-radius: 8px;
-            cursor: pointer;
-            font-size: 1rem;
-            font-weight: 600;
-            transition: background-color 0.3s;
-        }
-
-        .primary {
-            background-color: #e63946;
-            color: white;
-        }
-
-        .primary:hover {
-            background-color: #c02b35;
-        }
-
-        .secondary {
-            background-color: white;
-            color: #e63946;
-            border: 2px solid #e63946;
-        }
-
-        .secondary:hover {
-            background-color: #f0f0f0;
-        }
-
-        .mobile-mockup {
-            flex: 1;
-            display: flex;
-            justify-content: center;
-            align-items: center;
-        }
-
-        .phone-frame {
-            width: min(350px, 30vw);
-            aspect-ratio: 350 / 650;
-            background-color: #000;
-            border-radius: 40px;
-            box-shadow: 0 20px 50px rgba(0, 0, 0, 0.3);
-            overflow: hidden;
-            position: relative;
-        }
-
-        .screen {
-            width: 100%;
-            height: 100%;
-            background-color: #fff;
-            padding: 20px;
-            display: flex;
-            flex-direction: column;
-        }
-
-        .flash-sale {
-            background: linear-gradient(to right, #ffb74d, #ff8a65);
-            color: white;
-            padding: 15px;
-            border-radius: 10px;
-            margin-bottom: 25px;
-            text-align: center;
-        }
-
-        .flash-sale h2 {
-            font-size: 1.4rem;
-            margin-bottom: 5px;
-        }
-
-        .flash-sale h3 {
-            font-size: 2.5rem;
-            font-weight: 700;
-            margin: 0;
-        }
-
-        .flash-sale img {
-            width: 50px;
-            margin-top: 10px;
-        }
-
-        .list-item {
-            height: 50px;
-            background-color: #eee;
-            border-radius: 5px;
-            margin-bottom: 15px;
-            border: 1px solid #ddd;
-        }
-
-        .checkout-btn {
-            width: 100%;
-            padding: 15px;
-            background-color: #e63946;
-            color: white;
-            border: none;
-            border-radius: 8px;
-            font-size: 1.1rem;
-            font-weight: 700;
-            margin-top: auto;
-            cursor: pointer;
-            transition: background-color 0.3s;
-        }
-
-        .checkout-btn:hover {
-            background-color: #c02b35;
-        }
-
-        @media (max-width: 900px) {
-            body {
-                overflow: auto;
-            }
-
-            .navbar {
-                height: auto;
-                flex-direction: column;
-                gap: 12px;
-                padding: 20px;
-            }
-
-            .container {
-                min-height: auto;
-                flex-direction: column;
-                justify-content: center;
-                text-align: center;
-                padding: 32px 20px 48px;
-            }
-
-            .main-content {
-                padding-right: 0;
-            }
-
-            .description {
-                margin-left: auto;
-                margin-right: auto;
-            }
-
-            .cta-buttons {
-                justify-content: center;
-            }
-
-            .phone-frame {
-                width: min(320px, 78vw);
-            }
-        }
-    </style>
-</head>
-<body>
-
-    <header class="navbar">
-        <div class="logo">BITEDASH</div>
-        <nav class="nav-links">
-            <a href="#">Menu</a>
-            <a href="#">Offers</a>
-            <a href="#">Track Order</a>
-        </nav>
-    </header>
-
-    <main class="container">
-        
-        <!-- Left Content Area -->
-        <section class="main-content">
-            <h1>Cravings delivered to your <span class="highlight">Doorstep.</span></h1>
-            <p class="description">
-                From gourmet burgers to local favorites, get the best food in town delivered fresh and fast. Your first delivery is on us!
-            </p>
-            <div class="cta-buttons">
-                <button class="btn primary">Order Now</button>
-                <button class="btn secondary">Download App</button>
-            </div>
-        </section>
-
-        <!-- Right Mobile Mockup Area -->
-        <div class="mobile-mockup">
-            <div class="phone-frame">
-                <div class="screen">
-                    <!-- Flash Sale Banner -->
-                    <div class="flash-sale">
-                        <h2>Flash Sale</h2>
-                        <h3>50% OFF</h3>
-                        <img src="burger-icon.png" alt="Burger"> <!-- Placeholder for the burger image -->
-                    </div>
-
-                    <!-- Placeholder List Items -->
-                    <div class="list-item"></div>
-                    <div class="list-item"></div>
-                    <div class="list-item"></div>
-
-                    <!-- Checkout Button -->
-                    <button class="btn checkout-btn">Checkout</button>
-                </div>
-            </div>
-        </div>
-
-    </main>
-
-</body>
-</html>
\ No newline at end of file
diff --git a/g4-blog/page_e2b.png b/g4-blog/page_e2b.png
deleted file mode 100644
index f9febf7ab2667a9a0c585094f2a9d87e32d8c463..0000000000000000000000000000000000000000
--- a/g4-blog/page_e2b.png
+++ /dev/null
@@ -1,3 +0,0 @@
-version https://git-lfs.github.com/spec/v1
-oid sha256:089cd45be105e8d5637f75b94664452c9a27af7279406db9590118d6a27c517b
-size 331053
diff --git a/g4-blog/page_e4b.png b/g4-blog/page_e4b.png
deleted file mode 100644
index cad240da741b45192e6dfc2502c5a341c65b5233..0000000000000000000000000000000000000000
--- a/g4-blog/page_e4b.png
+++ /dev/null
@@ -1,3 +0,0 @@
-version https://git-lfs.github.com/spec/v1
-oid sha256:2fa0ba52f21fc9056798e5595088a15ddaf0004941213ae7e5d2419ef5b477df
-size 409293
diff --git a/g4-blog/page_repro_gemini.png b/g4-blog/page_repro_gemini.png
deleted file mode 100644
index d0ab08c7d75095c6910ec726fc5566774049ba5d..0000000000000000000000000000000000000000
--- a/g4-blog/page_repro_gemini.png
+++ /dev/null
@@ -1,3 +0,0 @@
-version https://git-lfs.github.com/spec/v1
-oid sha256:13a10e10405bccd9e2536c5a565bd80f05409ff61088cf210d6226bf5f1e0acc
-size 115495
diff --git a/g4-blog/webgpu_demo.mp4 b/g4-blog/webgpu_demo.mp4
deleted file mode 100644
index 4e2dae0db32fb8baf6db92e1399b7fd47ff5aa51..0000000000000000000000000000000000000000
--- a/g4-blog/webgpu_demo.mp4
+++ /dev/null
@@ -1,3 +0,0 @@
-version https://git-lfs.github.com/spec/v1
-oid sha256:cebff4238ad9d2931094431cd308ee8eef659d422e5e985e646ed8d85286cd9d
-size 9777556
diff --git a/gemma4/unsloth.png b/gemma4/unsloth.png
deleted file mode 100644
index bf1a4134c03738e80d689783624d120806fc384e..0000000000000000000000000000000000000000
--- a/gemma4/unsloth.png
+++ /dev/null
@@ -1,3 +0,0 @@
-version https://git-lfs.github.com/spec/v1
-oid sha256:7a7aa1588c2cbd3216174376851ce2ebf59c547ca9a3f7bd8d22bcd7dc08d755
-size 314978
diff --git a/google-cloud/examples/cloud-run/deploy-gemma-2-on-cloud-run/cloud-run-deployment.png b/google-cloud/examples/cloud-run/deploy-gemma-2-on-cloud-run/cloud-run-deployment.png
deleted file mode 100644
index 972085e5e9bbf47cb646bd4db5cf3670699f02c5..0000000000000000000000000000000000000000
--- a/google-cloud/examples/cloud-run/deploy-gemma-2-on-cloud-run/cloud-run-deployment.png
+++ /dev/null
@@ -1,3 +0,0 @@
-version https://git-lfs.github.com/spec/v1
-oid sha256:61a447d0521d2a1f18a7553387a301d84a5615d4a20b2925f2dd26949fd95fe1
-size 557739
diff --git a/google-cloud/examples/cloud-run/deploy-gemma-2-on-cloud-run/cloud-run-details.png b/google-cloud/examples/cloud-run/deploy-gemma-2-on-cloud-run/cloud-run-details.png
deleted file mode 100644
index f425facb49135ddb699ce09d0c894f16102f235d..0000000000000000000000000000000000000000
--- a/google-cloud/examples/cloud-run/deploy-gemma-2-on-cloud-run/cloud-run-details.png
+++ /dev/null
@@ -1,3 +0,0 @@
-version https://git-lfs.github.com/spec/v1
-oid sha256:565086aa9eca0dfe61b4ba9890dc62a162f025864823ade9d0042c19d13237cd
-size 1126746
diff --git a/google-cloud/examples/cloud-run/deploy-llama-3-1-on-cloud-run/cloud-run-deployment.png b/google-cloud/examples/cloud-run/deploy-llama-3-1-on-cloud-run/cloud-run-deployment.png
deleted file mode 100644
index 2fbd80d7c8e61ebfe761a7667a534cbc27daffe2..0000000000000000000000000000000000000000
--- a/google-cloud/examples/cloud-run/deploy-llama-3-1-on-cloud-run/cloud-run-deployment.png
+++ /dev/null
@@ -1,3 +0,0 @@
-version https://git-lfs.github.com/spec/v1
-oid sha256:c46bd0d226566874fe847ed0608123ae38c63d829794e0eba7965c75701484c6
-size 159799
diff --git a/google-cloud/examples/cloud-run/deploy-llama-3-1-on-cloud-run/cloud-run-details.png b/google-cloud/examples/cloud-run/deploy-llama-3-1-on-cloud-run/cloud-run-details.png
deleted file mode 100644
index e717a59fa96483f31aeeb827bbcf40b2ed60c3f4..0000000000000000000000000000000000000000
--- a/google-cloud/examples/cloud-run/deploy-llama-3-1-on-cloud-run/cloud-run-details.png
+++ /dev/null
@@ -1,3 +0,0 @@
-version https://git-lfs.github.com/spec/v1
-oid sha256:eeeb7faad6a359f93888d51dd8168059ab54da5a54f93e859ba75649f0914462
-size 326980
diff --git a/google-cloud/examples/cloud-run/finewiki-embeddings-with-embedding-gemma/embedding-gemma-hugging-face.png b/google-cloud/examples/cloud-run/finewiki-embeddings-with-embedding-gemma/embedding-gemma-hugging-face.png
deleted file mode 100644
index 6fd13ee5318de09ba2e8ed1e7c15c1684a1fa54d..0000000000000000000000000000000000000000
--- a/google-cloud/examples/cloud-run/finewiki-embeddings-with-embedding-gemma/embedding-gemma-hugging-face.png
+++ /dev/null
@@ -1,3 +0,0 @@
-version https://git-lfs.github.com/spec/v1
-oid sha256:30e052103d61578dbc315469a399181034e3f63c23c420dd586de9fb7dd77e89
-size 297429
diff --git a/google-cloud/examples/cloud-run/finewiki-embeddings-with-embedding-gemma/embeddings-dataset.png b/google-cloud/examples/cloud-run/finewiki-embeddings-with-embedding-gemma/embeddings-dataset.png
deleted file mode 100644
index 67e18532dc93289856eb7b5a123d060edece5d19..0000000000000000000000000000000000000000
--- a/google-cloud/examples/cloud-run/finewiki-embeddings-with-embedding-gemma/embeddings-dataset.png
+++ /dev/null
@@ -1,3 +0,0 @@
-version https://git-lfs.github.com/spec/v1
-oid sha256:107068cb6150e551abe1aedcb3f21b2c0b38b36c0d66b083804642e55743c69b
-size 311247
diff --git a/google-cloud/examples/cloud-run/finewiki-embeddings-with-embedding-gemma/finewiki-embeddings-cloud-run.png b/google-cloud/examples/cloud-run/finewiki-embeddings-with-embedding-gemma/finewiki-embeddings-cloud-run.png
deleted file mode 100644
index 0b4f480f91daed3b68f842568580af76e05075b5..0000000000000000000000000000000000000000
--- a/google-cloud/examples/cloud-run/finewiki-embeddings-with-embedding-gemma/finewiki-embeddings-cloud-run.png
+++ /dev/null
@@ -1,3 +0,0 @@
-version https://git-lfs.github.com/spec/v1
-oid sha256:e1d4d2766cc0bdf304becd12b729d84843765bb6362d14ab81dea3fa5f51efe9
-size 433345
diff --git a/google-cloud/examples/vertex-ai/notebooks/fine-tune-gemma-4/thumbnail.png b/google-cloud/examples/vertex-ai/notebooks/fine-tune-gemma-4/thumbnail.png
deleted file mode 100644
index 2e332428b2296b9e6db397d823deaee139920fdc..0000000000000000000000000000000000000000
--- a/google-cloud/examples/vertex-ai/notebooks/fine-tune-gemma-4/thumbnail.png
+++ /dev/null
@@ -1,3 +0,0 @@
-version https://git-lfs.github.com/spec/v1
-oid sha256:75b41a9c5c4c78192061dc86efb6882be78ccf2471588fe84b81c1c2828ce631
-size 3177723
diff --git a/google-cloud/examples/vertex-ai/notebooks/fine-tune-gemma-4/vertex-ai-job.png b/google-cloud/examples/vertex-ai/notebooks/fine-tune-gemma-4/vertex-ai-job.png
deleted file mode 100644
index 97c06811989bc8c3881a51870eaad1ed82c43f0f..0000000000000000000000000000000000000000
--- a/google-cloud/examples/vertex-ai/notebooks/fine-tune-gemma-4/vertex-ai-job.png
+++ /dev/null
@@ -1,3 +0,0 @@
-version https://git-lfs.github.com/spec/v1
-oid sha256:805487d4ab47946b97f549d5d7cc32a64da37d265c300cafddd8fe03c894275c
-size 110919
diff --git a/gradio-guides/letter-counter-app-recording.mp4 b/gradio-guides/letter-counter-app-recording.mp4
deleted file mode 100644
index ec8e4a571074295a8bfd6a90d26d507e35d88831..0000000000000000000000000000000000000000
--- a/gradio-guides/letter-counter-app-recording.mp4
+++ /dev/null
@@ -1,3 +0,0 @@
-version https://git-lfs.github.com/spec/v1
-oid sha256:9e5609335a94855eafb03e6f4d9f867361d55ce31c0b2f970222a3ec924e854a
-size 488917
diff --git a/gradio-guides/letter-counter-setup.png b/gradio-guides/letter-counter-setup.png
deleted file mode 100644
index 2bcdaa21dc051cbf6ef0d68c40ac7b9fad0e1372..0000000000000000000000000000000000000000
--- a/gradio-guides/letter-counter-setup.png
+++ /dev/null
@@ -1,3 +0,0 @@
-version https://git-lfs.github.com/spec/v1
-oid sha256:20ec93fbbe2734676e593d0ba89c9769c39bcdfb146222c7d5496acfb3f10c4e
-size 207950
diff --git a/gradio-guides/mcp-image-app.mp4 b/gradio-guides/mcp-image-app.mp4
deleted file mode 100644
index 54257715c8ee53e0f6f5113a92aa5f11cb2677e1..0000000000000000000000000000000000000000
--- a/gradio-guides/mcp-image-app.mp4
+++ /dev/null
@@ -1,3 +0,0 @@
-version https://git-lfs.github.com/spec/v1
-oid sha256:396e8942c94b148ccb8e4e76c21b9d753799689279d3f090fb9f35dae9687f70
-size 1582494
diff --git a/hf-mcp-settings.png b/hf-mcp-settings.png
deleted file mode 100644
index 9ef80db1c04b3dc9e71e12ed7703256512173882..0000000000000000000000000000000000000000
--- a/hf-mcp-settings.png
+++ /dev/null
@@ -1,3 +0,0 @@
-version https://git-lfs.github.com/spec/v1
-oid sha256:9aef448e5a22b40fde3079d2786e5fdd21fc05a9eb683f3ee85aed8737343cdc
-size 215601
diff --git a/hf-mcp-vscode.png b/hf-mcp-vscode.png
deleted file mode 100644
index e6085766ff443c8fd055170d9e9c8c16739d051c..0000000000000000000000000000000000000000
--- a/hf-mcp-vscode.png
+++ /dev/null
@@ -1,3 +0,0 @@
-version https://git-lfs.github.com/spec/v1
-oid sha256:7304126678b62c0a21cd5563dfa1878e152290e46b89efd335c2c0000f938963
-size 3405005
diff --git a/hf-mount/demo.cast b/hf-mount/demo.cast
deleted file mode 100644
index 340d7f523321e37df521b44d752646abc305a066..0000000000000000000000000000000000000000
--- a/hf-mount/demo.cast
+++ /dev/null
@@ -1,38 +0,0 @@
-{"version":3,"term":{"cols":97,"rows":31,"type":"xterm-ghostty","version":"ghostty 1.3.2-main+c9e100621","theme":{"fg":"#4c4f69","bg":"#eff1f5","palette":"#5c5f77:#d20f39:#40a02b:#df8e1d:#1e66f5:#ea76cb:#179299:#acb0be:#6c6f85:#de293e:#49af3d:#eea02d:#456eff:#fe85d8:#2d9fa8:#bcc0cc"}},"timestamp":1774287827,"idle_time_limit":0.3,"env":{"SHELL":"/opt/homebrew/bin/bash"}}
-[0.175, "o", "\u001b[?2004h\u001b[0;32mmbp1\u001b[0m:hf-mount julien$ "]
-[1.480, "o", "\u001b[7mhf-mount-daemon start repo openai/gpt-oss-20b /tmp/gpt-oss\u001b[27m\r\n\r"]
-[2.460, "o", "\u001b[A\u001b[C\u001b[C\u001b[C\u001b[C\u001b[C\u001b[C\u001b[C\u001b[C\u001b[C\u001b[C\u001b[C\u001b[C\u001b[C\u001b[C\u001b[C\u001b[C\u001b[C\u001b[C\u001b[C\u001b[C\u001b[C\u001b[Chf-mount-daemon start repo openai/gpt-oss-20b /tmp/gpt-oss\r\n\r\u001b[A\r\n\u001b[?2004l\r"]
-[0.013, "o", "Starting daemon (pid=17849)"]
-[0.807, "o", " ready\r\n  logs: /Users/julien/.hf-mount/logs/private%2Ftmp%2Fgpt-oss.log\r\n  stop: hf-mount-daemon stop /private/tmp/gpt-oss\r\n"]
-[0.001, "o", "\u001b[?2004h\u001b[0;32mmbp1\u001b[0m:hf-mount julien$ "]
-[4.494, "o", "\u001b[7mll /tmp/gpt-oss\u001b[27m\r\n\r"]
-[0.475, "o", "\u001b[A\u001b[C\u001b[C\u001b[C\u001b[C\u001b[C\u001b[C\u001b[C\u001b[C\u001b[C\u001b[C\u001b[C\u001b[C\u001b[C\u001b[C\u001b[C\u001b[C\u001b[C\u001b[C\u001b[C\u001b[C\u001b[C\u001b[Cll /tmp/gpt-oss\r\n\r\u001b[A\r\n\u001b[?2004l\r"]
-[0.008, "o", "total 26932167\r\n"]
-[0.000, "o", "dr-xr-xr-x   4 julien  staff           0 Aug 26  2025 \u001b[1m\u001b[36m.\u001b[39;49m\u001b[0m/\r\ndrwxrwxrwt  24 root    wheel         768 Mar 23 18:37 \u001b[30m\u001b[42m..\u001b[39;49m\u001b[0m/\r\n-r--r--r--   1 julien  staff        1570 Aug  5  2025 .gitattributes\r\n-r--r--r--   1 julien  staff       16738 Aug  9  2025 chat_template.jinja\r\n-r--r--r--   1 julien  staff        1806 Aug  5  2025 config.json\r\n"]
-[0.000, "o", "-r--r--r--   1 julien  staff         177 Aug 14  2025 generation_config.json\r\n-r--r--r--   1 julien  staff       11357 Aug  5  2025 LICENSE\r\ndr-xr-xr-x   2 julien  staff           0 Aug  5  2025 \u001b[1m\u001b[36mmetal\u001b[39;49m\u001b[0m/\r\n-r--r--r--   1 julien  staff  4792272488 Aug  5  2025 model-00000-of-00002.safetensors\r\n"]
-[0.000, "o", "-r--r--r--   1 julien  staff  4798702184 Aug  5  2025 model-00001-of-00002.safetensors\r\n"]
-[0.000, "o", "-r--r--r--   1 julien  staff  4170342232 Aug  5  2025 model-00002-of-00002.safetensors\r\n"]
-[0.000, "o", "-r--r--r--   1 julien  staff       36355 Aug  5  2025 model.safetensors.index.json\r\ndr-xr-xr-x   2 julien  staff           0 Aug  5  2025 \u001b[1m\u001b[36moriginal\u001b[39;49m\u001b[0m/\r\n-r--r--r--   1 julien  staff        7095 Aug 26  2025 README.md\r\n-r--r--r--   1 julien  staff          98 Aug  5  2025 special_tokens_map.json\r\n-r--r--r--   1 julien  staff        4200 Aug  5  2025 tokenizer_config.json\r\n-r--r--r--   1 julien  staff    27868174 Aug  5  2025 tokenizer.json\r\n-r--r--r--   1 julien  staff         200 Aug  6  2025 USAGE_POLICY\r\n"]
-[0.001, "o", "\u001b[?2004h\u001b[0;32mmbp1\u001b[0m:hf-mount julien$ "]
-[4.835, "o", "h"]
-[0.047, "o", "e"]
-[0.182, "o", "a"]
-[0.051, "o", "d"]
-[0.276, "o", " "]
-[0.384, "o", "/"]
-[0.745, "o", "t"]
-[0.131, "o", "m"]
-[0.073, "o", "p"]
-[0.267, "o", "/"]
-[0.643, "o", "g"]
-[0.261, "o", "p"]
-[0.180, "o", "t"]
-[0.581, "o", "-"]
-[0.499, "o", "oss/"]
-[2.113, "o", "R"]
-[0.200, "o", "E"]
-[0.871, "o", "ADME.md "]
-[0.569, "o", "\r\n\u001b[?2004l\r"]
-[0.505, "o", "---\r\nlicense: apache-2.0\r\npipeline_tag: text-generation\r\nlibrary_name: transformers\r\ntags:\r\n- vllm\r\n---\r\n\r\n<p align=\"center\">\r\n  <img alt=\"gpt-oss-20b\" src=\"https://raw.githubusercontent.com/openai/gpt-oss/main/docs/gpt-oss-20b.svg\">\r\n"]
-[0.000, "o", "\u001b[?2004h\u001b[0;32mmbp1\u001b[0m:hf-mount julien$ "]
-[0.000, "x", "0"]
diff --git a/hf-mount/demo.gif b/hf-mount/demo.gif
deleted file mode 100644
index 9cad8a065e2e447b7e718f8ac3d2824a77d2ecbb..0000000000000000000000000000000000000000
--- a/hf-mount/demo.gif
+++ /dev/null
@@ -1,3 +0,0 @@
-version https://git-lfs.github.com/spec/v1
-oid sha256:8695473abcd4521d1d06362bbcc9f5708e9dd6c7733f43f9c77ca7e0b1d45d0c
-size 122624
diff --git a/hf-mount/hf-mount.png b/hf-mount/hf-mount.png
deleted file mode 100644
index e1c3e1f031c407fe19fc93ff044a7029913522ed..0000000000000000000000000000000000000000
--- a/hf-mount/hf-mount.png
+++ /dev/null
@@ -1,3 +0,0 @@
-version https://git-lfs.github.com/spec/v1
-oid sha256:a6a375c3e9baaf45e1fab2fed0793147dea7d0383a81787f4bdcec338476b966
-size 548510
diff --git a/homepage/models-light.webp b/homepage/models-light.webp
deleted file mode 100644
index 38112142051ef4e937ec1c50a12dc1a41bc2a793..0000000000000000000000000000000000000000
--- a/homepage/models-light.webp
+++ /dev/null
@@ -1,3 +0,0 @@
-version https://git-lfs.github.com/spec/v1
-oid sha256:fb20ad6d4342282c925bac704619a08e6035e50409e45bc3fe7cb777aa5c3e5f
-size 145806
diff --git a/homepage/models-mobile-light.png b/homepage/models-mobile-light.png
deleted file mode 100644
index 35bedaf67e739b818267bf2c4617953b0724ac37..0000000000000000000000000000000000000000
--- a/homepage/models-mobile-light.png
+++ /dev/null
@@ -1,3 +0,0 @@
-version https://git-lfs.github.com/spec/v1
-oid sha256:b7f4a119ab89eda4b42d3b26571f737df9487f06369d7d7a3ef311485329610f
-size 542827
diff --git a/homepage/models-mobile-light.webp b/homepage/models-mobile-light.webp
deleted file mode 100644
index 8dd32d73383df7d8f0b0e34947149ca63bf2286e..0000000000000000000000000000000000000000
--- a/homepage/models-mobile-light.webp
+++ /dev/null
@@ -1,3 +0,0 @@
-version https://git-lfs.github.com/spec/v1
-oid sha256:8e9b4475dd1008bda24db18e351bb69da9ba1a484ec08d232d43c1738dc55f10
-size 79638
diff --git a/homepage/models-mobile.webp b/homepage/models-mobile.webp
deleted file mode 100644
index 428abb684de87e118daa7649d76aaef1c80d790c..0000000000000000000000000000000000000000
--- a/homepage/models-mobile.webp
+++ /dev/null
@@ -1,3 +0,0 @@
-version https://git-lfs.github.com/spec/v1
-oid sha256:87ad745e44d4ce1691ee233a6ae78b7446833fd4fba523e7cd98cde59b8eb800
-size 73168
diff --git a/homepage/models-tablet-light.png b/homepage/models-tablet-light.png
deleted file mode 100644
index c895e38547a624ac22e7e1109d03439c91c4263c..0000000000000000000000000000000000000000
--- a/homepage/models-tablet-light.png
+++ /dev/null
@@ -1,3 +0,0 @@
-version https://git-lfs.github.com/spec/v1
-oid sha256:e7b7829f1e9e91b8ce95d7fb744afd1608cbd3a6aa5fae6e976a0b47be19a3de
-size 920440
diff --git a/homepage/models-tablet.webp b/homepage/models-tablet.webp
deleted file mode 100644
index f8b16762ae710dbe3c165218f8f5c7e748ce6b6e..0000000000000000000000000000000000000000
--- a/homepage/models-tablet.webp
+++ /dev/null
@@ -1,3 +0,0 @@
-version https://git-lfs.github.com/spec/v1
-oid sha256:2d49835c7ad2417c768db717d52d2fd10d431c32ab40b38a2b7c33f086a39a94
-size 95374
diff --git a/homepage/models.webp b/homepage/models.webp
deleted file mode 100644
index cd7a3c05221dee9d6798cce00404dcc78f4f4c58..0000000000000000000000000000000000000000
--- a/homepage/models.webp
+++ /dev/null
@@ -1,3 +0,0 @@
-version https://git-lfs.github.com/spec/v1
-oid sha256:816f1a2bb8a7ce76b340244067de0f4d9ba801186812c2eb6d9a07a3aa14a912
-size 132152
diff --git a/hub/blog-articles-mentioning-sidebar-dark.png b/hub/blog-articles-mentioning-sidebar-dark.png
deleted file mode 100644
index 254a68181d707afd69ccc35b40a27e8cb93fb18e..0000000000000000000000000000000000000000
--- a/hub/blog-articles-mentioning-sidebar-dark.png
+++ /dev/null
@@ -1,3 +0,0 @@
-version https://git-lfs.github.com/spec/v1
-oid sha256:a0435e42f594c29d9b348116e4bbbc78ee60b9c350a3d1c7e29fbad691e31922
-size 114981
diff --git a/hub/blog-articles-mentioning-sidebar.png b/hub/blog-articles-mentioning-sidebar.png
deleted file mode 100644
index cb479a7d73dd09c913663d365de3f9bd588af11a..0000000000000000000000000000000000000000
--- a/hub/blog-articles-mentioning-sidebar.png
+++ /dev/null
@@ -1,3 +0,0 @@
-version https://git-lfs.github.com/spec/v1
-oid sha256:c8e9913af914dc5cb1362b78240f7848bc65bf34e1652a5772de237c116022e0
-size 106621
diff --git a/hub/blog-creation-editor-dark.png b/hub/blog-creation-editor-dark.png
deleted file mode 100644
index eed50fd2e21a11f73f5df4fa049499c067c3ba09..0000000000000000000000000000000000000000
--- a/hub/blog-creation-editor-dark.png
+++ /dev/null
@@ -1,3 +0,0 @@
-version https://git-lfs.github.com/spec/v1
-oid sha256:d4c636b566eb6125de73aeaa1ffdde0cec6da4b85afbbd571452a12950b0ab87
-size 302586
diff --git a/hub/blog-creation-editor.png b/hub/blog-creation-editor.png
deleted file mode 100644
index 60b127d51a63dbdca65c5305328cbe932d60dec0..0000000000000000000000000000000000000000
--- a/hub/blog-creation-editor.png
+++ /dev/null
@@ -1,3 +0,0 @@
-version https://git-lfs.github.com/spec/v1
-oid sha256:337cec2b0350621e6f42c4c5640b15571756bbeb42074f45c79884a23b701347
-size 298687
diff --git a/hub/buckets/buckets-annoucement.png b/hub/buckets/buckets-annoucement.png
deleted file mode 100644
index 40686d485c2484c15c716a14da66592fabae39ae..0000000000000000000000000000000000000000
--- a/hub/buckets/buckets-annoucement.png
+++ /dev/null
@@ -1,3 +0,0 @@
-version https://git-lfs.github.com/spec/v1
-oid sha256:ae0e5d47aa16b28f82741a16d75b2c9946e53b089ba3c6eeeedb1c699613ac1e
-size 1006441
diff --git a/hub/buckets/buckets-cdn-prewarm.png b/hub/buckets/buckets-cdn-prewarm.png
deleted file mode 100644
index 21ef4f17d568ec7136b27e4cfb8404432c77b253..0000000000000000000000000000000000000000
--- a/hub/buckets/buckets-cdn-prewarm.png
+++ /dev/null
@@ -1,3 +0,0 @@
-version https://git-lfs.github.com/spec/v1
-oid sha256:884d3d8af08c219c0b50ca21e3d70e6aab1d7fdb139a05b0bbb08020260be49d
-size 1097509
diff --git a/hub/buckets/buckets-create-dark.png b/hub/buckets/buckets-create-dark.png
deleted file mode 100644
index 944b3ee332097b6299ae5e061c8d16057e64f5b2..0000000000000000000000000000000000000000
--- a/hub/buckets/buckets-create-dark.png
+++ /dev/null
@@ -1,3 +0,0 @@
-version https://git-lfs.github.com/spec/v1
-oid sha256:6796c240c189953d996fceac6af986900e917a9a638184e68b09543d0a24299b
-size 243087
diff --git a/hub/buckets/buckets-create.png b/hub/buckets/buckets-create.png
deleted file mode 100644
index eea4422ba6597ac8485c85df61d4cb3a9867e6d3..0000000000000000000000000000000000000000
--- a/hub/buckets/buckets-create.png
+++ /dev/null
@@ -1,3 +0,0 @@
-version https://git-lfs.github.com/spec/v1
-oid sha256:f58ca446f071913ad98aaa6d6f238b2bef8eb91f1473fae5b15646a1bc853cd3
-size 237204
diff --git a/hub/buckets/buckets-empty-dark.png b/hub/buckets/buckets-empty-dark.png
deleted file mode 100644
index 52db83bdb594ed704a2034fedb959179d6f45e8e..0000000000000000000000000000000000000000
--- a/hub/buckets/buckets-empty-dark.png
+++ /dev/null
@@ -1,3 +0,0 @@
-version https://git-lfs.github.com/spec/v1
-oid sha256:611ca9ad57a446fe114f715cfdfd17dcf42b67e20178ac33ea6ba8dadedc5b07
-size 523932
diff --git a/hub/buckets/buckets-empty.png b/hub/buckets/buckets-empty.png
deleted file mode 100644
index 1af39bbf3421e565ab991209efa456efb61c5450..0000000000000000000000000000000000000000
--- a/hub/buckets/buckets-empty.png
+++ /dev/null
@@ -1,3 +0,0 @@
-version https://git-lfs.github.com/spec/v1
-oid sha256:468cc4bb074c4c453bca41ebf8fd17751966f52544990f6cb030dfeab3105e0f
-size 530871
diff --git a/hub/buckets/buckets-file-browser-dark.png b/hub/buckets/buckets-file-browser-dark.png
deleted file mode 100644
index b4e6d7d058c7dfd50f72e33480544b430d2067af..0000000000000000000000000000000000000000
--- a/hub/buckets/buckets-file-browser-dark.png
+++ /dev/null
@@ -1,3 +0,0 @@
-version https://git-lfs.github.com/spec/v1
-oid sha256:e68d329ab4d99bbea2ce9b11a65d3d757e7a02610d922bc10519f78def00d897
-size 590276
diff --git a/hub/buckets/buckets-file-browser.png b/hub/buckets/buckets-file-browser.png
deleted file mode 100644
index 20d216f97fa55dfd5672b5b0ac1fc62e5c56f671..0000000000000000000000000000000000000000
--- a/hub/buckets/buckets-file-browser.png
+++ /dev/null
@@ -1,3 +0,0 @@
-version https://git-lfs.github.com/spec/v1
-oid sha256:ec9f7d714ec61f0abadf0deddaed49d0d3c527acb9c7fe13356d68d9779cdae5
-size 583565
diff --git a/hub/buckets/buckets-launch-partners.png b/hub/buckets/buckets-launch-partners.png
deleted file mode 100644
index e9ee6215227a2408a52a98128c3807c7d072c85e..0000000000000000000000000000000000000000
--- a/hub/buckets/buckets-launch-partners.png
+++ /dev/null
@@ -1,3 +0,0 @@
-version https://git-lfs.github.com/spec/v1
-oid sha256:84164afad08db14b04e295bc20eeeb165462d69c25fe5b179f03d0f485cc500b
-size 107945
diff --git a/hub/buckets/buckets-xet-dedup.png b/hub/buckets/buckets-xet-dedup.png
deleted file mode 100644
index a0050b923fe50b736d306e9979421a0fd781351f..0000000000000000000000000000000000000000
--- a/hub/buckets/buckets-xet-dedup.png
+++ /dev/null
@@ -1,3 +0,0 @@
-version https://git-lfs.github.com/spec/v1
-oid sha256:bfe335ebd38a23667b56a56141d49994540e776a6c6081236b6b1e70aec96eb2
-size 427715
diff --git a/hub/cell-editing-commit-modal-dark.png b/hub/cell-editing-commit-modal-dark.png
deleted file mode 100644
index 45bb5c3d6127fc6330f1094c3ebc35d7e505a117..0000000000000000000000000000000000000000
--- a/hub/cell-editing-commit-modal-dark.png
+++ /dev/null
@@ -1,3 +0,0 @@
-version https://git-lfs.github.com/spec/v1
-oid sha256:bb89239ad2fdcc4b51489395cb5969d7c6cbdb2f10517e5792963b0d494fb219
-size 134368
diff --git a/hub/cell-editing-commit-modal-light.png b/hub/cell-editing-commit-modal-light.png
deleted file mode 100644
index 99f0814d00b44fa604a157aeb9c50d0086f87ab1..0000000000000000000000000000000000000000
--- a/hub/cell-editing-commit-modal-light.png
+++ /dev/null
@@ -1,3 +0,0 @@
-version https://git-lfs.github.com/spec/v1
-oid sha256:d2a2c855f0245bec6a6cfe33b8dc6d726aa0b33e3b00285c6a859ece7f28195a
-size 116536
diff --git a/hub/cell-editing-csv-dark.png b/hub/cell-editing-csv-dark.png
deleted file mode 100644
index 4e96addd96f18396fb5694c9d27c1a0afdf79c16..0000000000000000000000000000000000000000
--- a/hub/cell-editing-csv-dark.png
+++ /dev/null
@@ -1,3 +0,0 @@
-version https://git-lfs.github.com/spec/v1
-oid sha256:72bfc42f0cd5d7d41917456b00eb988690ca9aeabb2149b256ccfa7841631265
-size 89418
diff --git a/hub/cell-editing-csv-light.png b/hub/cell-editing-csv-light.png
deleted file mode 100644
index 61aa1e083c8d6c3bbc23131d04785d360aa8880e..0000000000000000000000000000000000000000
--- a/hub/cell-editing-csv-light.png
+++ /dev/null
@@ -1,3 +0,0 @@
-version https://git-lfs.github.com/spec/v1
-oid sha256:05f7b5417006b51fabee1e2b9e6cd4e273d0d6f38840591b0f85e2b17a18bd57
-size 89453
diff --git a/hub/cell-editing-toggle-dark.png b/hub/cell-editing-toggle-dark.png
deleted file mode 100644
index b69f26e42e4cd42318b6e6f8563751f90d2503f9..0000000000000000000000000000000000000000
--- a/hub/cell-editing-toggle-dark.png
+++ /dev/null
@@ -1,3 +0,0 @@
-version https://git-lfs.github.com/spec/v1
-oid sha256:da9e7df41b8e26eea198f604dfd246b1b93bb98f96f7431b88c2d43b20d76d8d
-size 18046
diff --git a/hub/cell-editing-toggle-light.png b/hub/cell-editing-toggle-light.png
deleted file mode 100644
index 969c2433ce5721b0b41f3b323423d64f26cdb971..0000000000000000000000000000000000000000
--- a/hub/cell-editing-toggle-light.png
+++ /dev/null
@@ -1,3 +0,0 @@
-version https://git-lfs.github.com/spec/v1
-oid sha256:201c999e83660271855c5d02da2445df7320fbbd0061ab7e780e3ede1a9251db
-size 18047
diff --git a/hub/context-switcher-dark.png b/hub/context-switcher-dark.png
deleted file mode 100644
index 6e45600cd1f0151d23465b363a2bfdfd9289c852..0000000000000000000000000000000000000000
--- a/hub/context-switcher-dark.png
+++ /dev/null
@@ -1,3 +0,0 @@
-version https://git-lfs.github.com/spec/v1
-oid sha256:1399790e484d1cdc028b6a8b61aadb4225f4ed34f5f3d2029a161508e3a22fdc
-size 459647
diff --git a/hub/context-switcher.png b/hub/context-switcher.png
deleted file mode 100644
index a7346ce7ee2ac24241dd58847cef40b562b2053c..0000000000000000000000000000000000000000
--- a/hub/context-switcher.png
+++ /dev/null
@@ -1,3 +0,0 @@
-version https://git-lfs.github.com/spec/v1
-oid sha256:e3d0ee7034e0af720087ead77f800326cae205d34c905fa618560e508888b1bf
-size 209884
diff --git a/hub/datasets-edit/commit_button-min.png b/hub/datasets-edit/commit_button-min.png
deleted file mode 100644
index 5ea6eef33b65801120f84da2162f065848c3f2cd..0000000000000000000000000000000000000000
--- a/hub/datasets-edit/commit_button-min.png
+++ /dev/null
@@ -1,3 +0,0 @@
-version https://git-lfs.github.com/spec/v1
-oid sha256:0751adef67ef5565ec6e0f138b0365302571c4ecd139ccdddc20d9cacd5254ca
-size 24703
diff --git a/hub/datasets-edit/commit_button_dark-min.png b/hub/datasets-edit/commit_button_dark-min.png
deleted file mode 100644
index 89db82897ec2982ce53aa2e7c10d95effaddd3d1..0000000000000000000000000000000000000000
--- a/hub/datasets-edit/commit_button_dark-min.png
+++ /dev/null
@@ -1,3 +0,0 @@
-version https://git-lfs.github.com/spec/v1
-oid sha256:89a9ae38f6693ee11c20672bcc141d6451d860e1537fe0dd52eda6b7b4f9157a
-size 24272
diff --git a/hub/datasets-edit/commit_message-min.png b/hub/datasets-edit/commit_message-min.png
deleted file mode 100644
index 3b164ee6c4e50166acb9aca4d6bad2fbe47085e4..0000000000000000000000000000000000000000
--- a/hub/datasets-edit/commit_message-min.png
+++ /dev/null
@@ -1,3 +0,0 @@
-version https://git-lfs.github.com/spec/v1
-oid sha256:7132341c387fc529da54af078b44b1770b08e2552b564cc8009b6d52f4f75dd3
-size 36831
diff --git a/hub/datasets-edit/commit_message_dark-min.png b/hub/datasets-edit/commit_message_dark-min.png
deleted file mode 100644
index d5b1c6357b53cb288a561bb0afcf882eee3923c3..0000000000000000000000000000000000000000
--- a/hub/datasets-edit/commit_message_dark-min.png
+++ /dev/null
@@ -1,3 +0,0 @@
-version https://git-lfs.github.com/spec/v1
-oid sha256:e97345009539bc33d82ef4a559be5f451b555a1ba02655ca90aa0ddd24aa0fe6
-size 34825
diff --git a/hub/datasets-edit/data_studio_button-min.png b/hub/datasets-edit/data_studio_button-min.png
deleted file mode 100644
index 092a08c11585e965bae5b99bd6f1210824aeb6a9..0000000000000000000000000000000000000000
--- a/hub/datasets-edit/data_studio_button-min.png
+++ /dev/null
@@ -1,3 +0,0 @@
-version https://git-lfs.github.com/spec/v1
-oid sha256:22fdc115a2d12264302025aaea06d0611c24501e33ed14739244e7411798dd9c
-size 56932
diff --git a/hub/datasets-edit/data_studio_button_dark-min.png b/hub/datasets-edit/data_studio_button_dark-min.png
deleted file mode 100644
index 93633d856e8b6b4bcfe047da3b52b183961a7bc2..0000000000000000000000000000000000000000
--- a/hub/datasets-edit/data_studio_button_dark-min.png
+++ /dev/null
@@ -1,3 +0,0 @@
-version https://git-lfs.github.com/spec/v1
-oid sha256:fd6c1713586a2226d12105ed24b43b03e92f6f56b9e1d09ba491f9420a8d9488
-size 56520
diff --git a/hub/datasets-edit/edit_cell_button-min.png b/hub/datasets-edit/edit_cell_button-min.png
deleted file mode 100644
index c8930518d8c94cd7d1559ef644f9c1e4e985db87..0000000000000000000000000000000000000000
--- a/hub/datasets-edit/edit_cell_button-min.png
+++ /dev/null
@@ -1,3 +0,0 @@
-version https://git-lfs.github.com/spec/v1
-oid sha256:d579d0bf9c8ae383ab0ec703d37643d28497f4448cc039d005704907eb0e2a1a
-size 23409
diff --git a/hub/datasets-edit/edit_cell_button_dark-min.png b/hub/datasets-edit/edit_cell_button_dark-min.png
deleted file mode 100644
index 4844480ae1cff5a2899d049a13eb3d0d3e898bab..0000000000000000000000000000000000000000
--- a/hub/datasets-edit/edit_cell_button_dark-min.png
+++ /dev/null
@@ -1,3 +0,0 @@
-version https://git-lfs.github.com/spec/v1
-oid sha256:886c9cd0a631926c0e177d8f32c1493f51c7e647531783b9546d04f9095d9025
-size 23236
diff --git a/hub/datasets-edit/toggle_edit_button-min.png b/hub/datasets-edit/toggle_edit_button-min.png
deleted file mode 100644
index 4bd94da19afeaae3fba7ccd32c2e0e6636f928ea..0000000000000000000000000000000000000000
--- a/hub/datasets-edit/toggle_edit_button-min.png
+++ /dev/null
@@ -1,3 +0,0 @@
-version https://git-lfs.github.com/spec/v1
-oid sha256:439e7c8e54f62ee48a56ec0171fa51daec30e1604e6a7dca2a8cff669690f3bd
-size 21023
diff --git a/hub/datasets-edit/toggle_edit_button_dark-min.png b/hub/datasets-edit/toggle_edit_button_dark-min.png
deleted file mode 100644
index ec1e5942518e4c6b02e3f9e32bc9967d3d5a4080..0000000000000000000000000000000000000000
--- a/hub/datasets-edit/toggle_edit_button_dark-min.png
+++ /dev/null
@@ -1,3 +0,0 @@
-version https://git-lfs.github.com/spec/v1
-oid sha256:c6cabc099c90421a7420d96a7dc2dbd3136027d35293098ad540ca52828d60c7
-size 20571
diff --git a/hub/datasets-faceberg-space-empty-min.png b/hub/datasets-faceberg-space-empty-min.png
deleted file mode 100644
index b55caf04bead69c7286260b21a7a55a0d4afe1f9..0000000000000000000000000000000000000000
--- a/hub/datasets-faceberg-space-empty-min.png
+++ /dev/null
@@ -1,3 +0,0 @@
-version https://git-lfs.github.com/spec/v1
-oid sha256:737bb13246ac7a77161cbcd1e7105f00133e043e4f2884f0fc463f6f3bc13c81
-size 49651
diff --git a/hub/datasets-faceberg-space-imdb-min.png b/hub/datasets-faceberg-space-imdb-min.png
deleted file mode 100644
index f4f27198c99493cfb538c21781abe4291545cc6d..0000000000000000000000000000000000000000
--- a/hub/datasets-faceberg-space-imdb-min.png
+++ /dev/null
@@ -1,3 +0,0 @@
-version https://git-lfs.github.com/spec/v1
-oid sha256:8873f8da5ea92868373867f04a380e4eb7721ebbe49a13fb3b1d9f09df9022e7
-size 68343
diff --git a/hub/datasets-faceberg-space-imdb-sql-min.png b/hub/datasets-faceberg-space-imdb-sql-min.png
deleted file mode 100644
index c4b9cd60421c53e1b0aab4f7e4e9031802038fd4..0000000000000000000000000000000000000000
--- a/hub/datasets-faceberg-space-imdb-sql-min.png
+++ /dev/null
@@ -1,3 +0,0 @@
-version https://git-lfs.github.com/spec/v1
-oid sha256:858a1303bf9f2face249442e70dd018bfe8d9263bea5a1c05cf394b5e457a5e6
-size 137359
diff --git a/hub/datasets-faceberg-space-infinity-instruct-7m-min.png b/hub/datasets-faceberg-space-infinity-instruct-7m-min.png
deleted file mode 100644
index ca384db0fc05d846eebf179c7f2658a56273b4e6..0000000000000000000000000000000000000000
--- a/hub/datasets-faceberg-space-infinity-instruct-7m-min.png
+++ /dev/null
@@ -1,3 +0,0 @@
-version https://git-lfs.github.com/spec/v1
-oid sha256:fe6a85e91326cbdd3120d88fa201273c812f2c2046df816eae832da9eafba635
-size 79738
diff --git a/hub/datasets-optimized-parquet-banner.png b/hub/datasets-optimized-parquet-banner.png
deleted file mode 100644
index 9b8376fa3bd7f0e54bfcaefb65c47a8e3c999585..0000000000000000000000000000000000000000
--- a/hub/datasets-optimized-parquet-banner.png
+++ /dev/null
@@ -1,3 +0,0 @@
-version https://git-lfs.github.com/spec/v1
-oid sha256:fb1acba0bb22e0a0995b1c904690ccaa26a0a552b807f42712f8083f58f5a8e8
-size 82110
diff --git a/hub/datasets_parquet_layout.png b/hub/datasets_parquet_layout.png
deleted file mode 100644
index e8fef47b77049652c0c0114a52c1fb10fd8adc7e..0000000000000000000000000000000000000000
--- a/hub/datasets_parquet_layout.png
+++ /dev/null
@@ -1,3 +0,0 @@
-version https://git-lfs.github.com/spec/v1
-oid sha256:033e368305e354917afeadff38f055d1dd73e33fe31d4cf00137c6efba974b35
-size 52907
diff --git a/hub/discussions-delete-ref-dark.png b/hub/discussions-delete-ref-dark.png
deleted file mode 100644
index 6a3be8baf4661e62561890c0ea78bf13349eff1b..0000000000000000000000000000000000000000
--- a/hub/discussions-delete-ref-dark.png
+++ /dev/null
@@ -1,3 +0,0 @@
-version https://git-lfs.github.com/spec/v1
-oid sha256:6e0cd12f5b6f707deb6210252b8b857ad492b5187b6f8154333fb95afd50cdd2
-size 163988
diff --git a/hub/discussions-delete-ref.png b/hub/discussions-delete-ref.png
deleted file mode 100644
index f603306fecc2bddfcf88c26539d2b057f69dd250..0000000000000000000000000000000000000000
--- a/hub/discussions-delete-ref.png
+++ /dev/null
@@ -1,3 +0,0 @@
-version https://git-lfs.github.com/spec/v1
-oid sha256:cab49f944328b1a86becefd2f835dc9ae603367c97b840d2bf32c49772f91a5f
-size 137527
diff --git a/hub/fenic_hf.png b/hub/fenic_hf.png
deleted file mode 100644
index d0b54b805def8e8aa5c3113018026a2ca16071d8..0000000000000000000000000000000000000000
--- a/hub/fenic_hf.png
+++ /dev/null
@@ -1,3 +0,0 @@
-version https://git-lfs.github.com/spec/v1
-oid sha256:b5a7fb3a18f2ac952e6501732fe4c6ff40124d0762e546879a0f7ec58b64261d
-size 714884
diff --git a/hub/gguf-lmstudio-coverimage.png b/hub/gguf-lmstudio-coverimage.png
deleted file mode 100644
index ba7ba6fc390360edbd00cf00b1e32eef119c025a..0000000000000000000000000000000000000000
--- a/hub/gguf-lmstudio-coverimage.png
+++ /dev/null
@@ -1,3 +0,0 @@
-version https://git-lfs.github.com/spec/v1
-oid sha256:db6a94d5ef2c12fbdeff3245adbaf8a3f70326840afb30f5d14b0c82955afc5f
-size 86940
diff --git a/hub/gguf-lmstudio-hfsettings.gif b/hub/gguf-lmstudio-hfsettings.gif
deleted file mode 100644
index 40ec0ec3cdb6e626a27d3ffce29bd5d040730bbe..0000000000000000000000000000000000000000
--- a/hub/gguf-lmstudio-hfsettings.gif
+++ /dev/null
@@ -1,3 +0,0 @@
-version https://git-lfs.github.com/spec/v1
-oid sha256:787b2159a6985591d7e53be5196ab04cad7d4c184dbf0c14582be9d68326ff38
-size 2985158
diff --git a/hub/gguf-lmstudio-lms.gif b/hub/gguf-lmstudio-lms.gif
deleted file mode 100644
index 653e1dfe8c80f9b7c503428c17e4ba50054fba57..0000000000000000000000000000000000000000
--- a/hub/gguf-lmstudio-lms.gif
+++ /dev/null
@@ -1,3 +0,0 @@
-version https://git-lfs.github.com/spec/v1
-oid sha256:ab4dfc2c22d707e03a77597f7c1e5d18a8391fff46d629ad4d749749937689b3
-size 2898251
diff --git a/hub/gguf-lmstudio-modelcard.gif b/hub/gguf-lmstudio-modelcard.gif
deleted file mode 100644
index 51c0a0c5e993be76e1e897cdcbdb2cdcf1144100..0000000000000000000000000000000000000000
--- a/hub/gguf-lmstudio-modelcard.gif
+++ /dev/null
@@ -1,3 +0,0 @@
-version https://git-lfs.github.com/spec/v1
-oid sha256:5a0680edf6f1bdea279c4083ea34bf8d65cdfdc608e8e6dc60be3c593c7a9f4a
-size 3355768
diff --git a/hub/gguf-lmstudio-modelload.gif b/hub/gguf-lmstudio-modelload.gif
deleted file mode 100644
index 238379a55d3596ac4a4f450c3071be84c0e4fba9..0000000000000000000000000000000000000000
--- a/hub/gguf-lmstudio-modelload.gif
+++ /dev/null
@@ -1,3 +0,0 @@
-version https://git-lfs.github.com/spec/v1
-oid sha256:0c544e879a2f7affc74322cbfdb78e2a0a28c5c1a87afbfa959bb796e7c9ae2a
-size 2173742
diff --git a/hub/gguf-lmstudio-modelquant.png b/hub/gguf-lmstudio-modelquant.png
deleted file mode 100644
index 7cae66e2a62a9a888e39187717dfb9ed0c929902..0000000000000000000000000000000000000000
--- a/hub/gguf-lmstudio-modelquant.png
+++ /dev/null
@@ -1,3 +0,0 @@
-version https://git-lfs.github.com/spec/v1
-oid sha256:3049adbb6ade485c0df37fedc14b80733cc4b6ba37feea3f111499e45f102dad
-size 111233
diff --git a/hub/gguf-lmstudio-modelsearch.gif b/hub/gguf-lmstudio-modelsearch.gif
deleted file mode 100644
index dedffd42fb770441355bfc29cb3980d564599fcd..0000000000000000000000000000000000000000
--- a/hub/gguf-lmstudio-modelsearch.gif
+++ /dev/null
@@ -1,3 +0,0 @@
-version https://git-lfs.github.com/spec/v1
-oid sha256:510c8a615719447b4456119b813e7c04a12ba390fd7be375f1ba6f2183befd67
-size 6976188
diff --git a/hub/hf_x_lance.png b/hub/hf_x_lance.png
deleted file mode 100644
index f492ac80f32b9fba3e6be40c4bc8399377bf9560..0000000000000000000000000000000000000000
--- a/hub/hf_x_lance.png
+++ /dev/null
@@ -1,3 +0,0 @@
-version https://git-lfs.github.com/spec/v1
-oid sha256:949a4a08f86bf8eccf37972dcecad7875388130d83731f9b1e128df9e0e3a703
-size 737432
diff --git a/hub/inference-providers-github-actions-code/opencode-bot-created-pr-dark.png b/hub/inference-providers-github-actions-code/opencode-bot-created-pr-dark.png
deleted file mode 100644
index 6e742b39bc13883bbf1e1e3356eaf0dad1a081d4..0000000000000000000000000000000000000000
--- a/hub/inference-providers-github-actions-code/opencode-bot-created-pr-dark.png
+++ /dev/null
@@ -1,3 +0,0 @@
-version https://git-lfs.github.com/spec/v1
-oid sha256:58e5daa9124d63b53c2e91753b7a9015e768011c407eb0ac327f7055fafd5166
-size 13519
diff --git a/hub/inference-providers-github-actions-code/opencode-bot-created-pr-light.png b/hub/inference-providers-github-actions-code/opencode-bot-created-pr-light.png
deleted file mode 100644
index c19f4215b32ca347572f295b191a011477f057fa..0000000000000000000000000000000000000000
--- a/hub/inference-providers-github-actions-code/opencode-bot-created-pr-light.png
+++ /dev/null
@@ -1,3 +0,0 @@
-version https://git-lfs.github.com/spec/v1
-oid sha256:2cf597fc50833564f531eed548d96a60b3771d1348ce2695b4c4a5b8699048b2
-size 14559
diff --git a/hub/inference-providers-github-actions-code/opencode-example-issue-dark.png b/hub/inference-providers-github-actions-code/opencode-example-issue-dark.png
deleted file mode 100644
index cb3cfaa15d925bdc4301a051f5acc27c6cfe9950..0000000000000000000000000000000000000000
--- a/hub/inference-providers-github-actions-code/opencode-example-issue-dark.png
+++ /dev/null
@@ -1,3 +0,0 @@
-version https://git-lfs.github.com/spec/v1
-oid sha256:26887e3b48bcf5742196cc0c458bcc50ff22b7a983bd906d7ae5f8eb656b2d3c
-size 52179
diff --git a/hub/inference-providers-github-actions-code/opencode-example-issue-light.png b/hub/inference-providers-github-actions-code/opencode-example-issue-light.png
deleted file mode 100644
index 1b8ca67b2f2a384bbec382f1d6a7c117f3de7331..0000000000000000000000000000000000000000
--- a/hub/inference-providers-github-actions-code/opencode-example-issue-light.png
+++ /dev/null
@@ -1,3 +0,0 @@
-version https://git-lfs.github.com/spec/v1
-oid sha256:7eaa9e434304b7298a7c25f7162b3c79361ca50ca06ee8cfe79228f8bd4c73e2
-size 54618
diff --git a/hub/inference-providers-github-actions-code/opencode-pr-diff-dark.png b/hub/inference-providers-github-actions-code/opencode-pr-diff-dark.png
deleted file mode 100644
index a58ffb04c7b36da7a64e2e6b7feb30db2c8c01bf..0000000000000000000000000000000000000000
--- a/hub/inference-providers-github-actions-code/opencode-pr-diff-dark.png
+++ /dev/null
@@ -1,3 +0,0 @@
-version https://git-lfs.github.com/spec/v1
-oid sha256:8a058a862e2f48f90020d8ba1edca21e02a09627e6cf3629128cfd1985a6f830
-size 236651
diff --git a/hub/inference-providers-github-actions-code/opencode-pr-diff-light.png b/hub/inference-providers-github-actions-code/opencode-pr-diff-light.png
deleted file mode 100644
index ad394498d6ded47b8032cb1ae96546910ebcb009..0000000000000000000000000000000000000000
--- a/hub/inference-providers-github-actions-code/opencode-pr-diff-light.png
+++ /dev/null
@@ -1,3 +0,0 @@
-version https://git-lfs.github.com/spec/v1
-oid sha256:49838a55631956a07cb52a92564814faf18e40a09278361eef5691475bd3ac45
-size 37882
diff --git a/hub/inference-providers-github-actions-code/recording-dark.gif b/hub/inference-providers-github-actions-code/recording-dark.gif
deleted file mode 100644
index 41fdca2ae4ca59b13baa9a6c3b10f17965b19a41..0000000000000000000000000000000000000000
--- a/hub/inference-providers-github-actions-code/recording-dark.gif
+++ /dev/null
@@ -1,3 +0,0 @@
-version https://git-lfs.github.com/spec/v1
-oid sha256:13a811cfca2e192799a3fcaeb8814cb44e9cec5bc21e12139973ae39c5a40864
-size 512082
diff --git a/hub/inference-providers-github-actions-code/recording-light.gif b/hub/inference-providers-github-actions-code/recording-light.gif
deleted file mode 100644
index cdf4c70409df90b1063c75a096013da32256aabf..0000000000000000000000000000000000000000
--- a/hub/inference-providers-github-actions-code/recording-light.gif
+++ /dev/null
@@ -1,3 +0,0 @@
-version https://git-lfs.github.com/spec/v1
-oid sha256:d1d66a1e34f8719f694ed2631c70e4b29d6b4c5512140b12a81e6db51e673083
-size 515602
diff --git a/hub/jobs.svg b/hub/jobs.svg
deleted file mode 100644
index cc1f9cd0b59c398101baf442261ef678c803b74f..0000000000000000000000000000000000000000
--- a/hub/jobs.svg
+++ /dev/null
@@ -1,23 +0,0 @@
-<svg
-	xmlns="http://www.w3.org/2000/svg"
-	xmlns:xlink="http://www.w3.org/1999/xlink"
-	aria-hidden="true"
-	focusable="false"
-	role="img"
-	width="1em"
-	height="1em"
-	preserveAspectRatio="xMidYMid meet"
-	viewBox="0 0 24 24"
->
-	<path
-		class="uim-tertiary"
-		d="M19 6H5a3 3 0 0 0-3 3v2.72L8.837 14h6.326L22 11.72V9a3 3 0 0 0-3-3z"
-		opacity=".5"
-		fill="currentColor"
-	/>
-	<path
-		class="uim-primary"
-		d="M10 6V5h4v1h2V5a2.002 2.002 0 0 0-2-2h-4a2.002 2.002 0 0 0-2 2v1h2zm-1.163 8L2 11.72V18a3.003 3.003 0 0 0 3 3h14a3.003 3.003 0 0 0 3-3v-6.28L15.163 14H8.837z"
-		fill="currentColor"
-	/>
-</svg>
diff --git a/hub/oauth-device-first-step.png b/hub/oauth-device-first-step.png
deleted file mode 100644
index 8ebbcfbfe15599f71347e9c57d4221b5b09ec1c9..0000000000000000000000000000000000000000
--- a/hub/oauth-device-first-step.png
+++ /dev/null
@@ -1,3 +0,0 @@
-version https://git-lfs.github.com/spec/v1
-oid sha256:e5b3d881c7912f4168c298ae223faeb96ff14815100109550171e8940e0f26c5
-size 31011
diff --git a/hub/oauth-device-second-step.png b/hub/oauth-device-second-step.png
deleted file mode 100644
index a8ec1dfe68dc6dd4d0384f658e0d92dcb8bf77e9..0000000000000000000000000000000000000000
--- a/hub/oauth-device-second-step.png
+++ /dev/null
@@ -1,3 +0,0 @@
-version https://git-lfs.github.com/spec/v1
-oid sha256:25e17f26f4eaa85077610b07aae04fd7bb4b6ab73705896d8ec40ea5d2c0271d
-size 57376
diff --git a/hub/pi-llama-cpp-demo.gif b/hub/pi-llama-cpp-demo.gif
deleted file mode 100644
index 6fe16ddee9c4c2b90e12e1037264e4028f08deed..0000000000000000000000000000000000000000
--- a/hub/pi-llama-cpp-demo.gif
+++ /dev/null
@@ -1,3 +0,0 @@
-version https://git-lfs.github.com/spec/v1
-oid sha256:22adecbd4ea3fb82d9cb2321be4e87978050502ce630a2c7588521e6c284519b
-size 185899545
diff --git a/hub/release-checklist/code-snippet.png b/hub/release-checklist/code-snippet.png
deleted file mode 100644
index 5e764f0f6855d01a7a2c7513b27b59d854cebd75..0000000000000000000000000000000000000000
--- a/hub/release-checklist/code-snippet.png
+++ /dev/null
@@ -1,3 +0,0 @@
-version https://git-lfs.github.com/spec/v1
-oid sha256:d4e97148e54d327a48ddbab16e4393ab934e8097890266678c071076c3f73678
-size 41742
diff --git a/hub/release-checklist/colab-kaggle.png b/hub/release-checklist/colab-kaggle.png
deleted file mode 100644
index aa19fcfb71f9ce52c5148e2ec12f4954bb787433..0000000000000000000000000000000000000000
--- a/hub/release-checklist/colab-kaggle.png
+++ /dev/null
@@ -1,3 +0,0 @@
-version https://git-lfs.github.com/spec/v1
-oid sha256:84e83de5bb4e7df2157261c2875b9212649ba209a7036e984489d993094cd258
-size 81567
diff --git a/hub/release-checklist/metadata-template.png b/hub/release-checklist/metadata-template.png
deleted file mode 100644
index e0683029cde80043803e56fe5d2b7ded8c14bece..0000000000000000000000000000000000000000
--- a/hub/release-checklist/metadata-template.png
+++ /dev/null
@@ -1,3 +0,0 @@
-version https://git-lfs.github.com/spec/v1
-oid sha256:5856398647c0e3ce734ed0d7ce2ba5bb25096f7ad72f9de0ef457119a9ae97b3
-size 178960
diff --git a/hub/release-checklist/model-card-template-button.png b/hub/release-checklist/model-card-template-button.png
deleted file mode 100644
index 0ff98fccbcdecb4afafa71f284361eff7f976888..0000000000000000000000000000000000000000
--- a/hub/release-checklist/model-card-template-button.png
+++ /dev/null
@@ -1,3 +0,0 @@
-version https://git-lfs.github.com/spec/v1
-oid sha256:9d5106078792c556c3c8ee5d0b9d6044e4518034481b6b5a8ef80a7a6db09076
-size 43272
diff --git a/hub/release-checklist/model-card-template.png b/hub/release-checklist/model-card-template.png
deleted file mode 100644
index f938b8f1e0ebe068629b4202e421b982b13b7fb5..0000000000000000000000000000000000000000
--- a/hub/release-checklist/model-card-template.png
+++ /dev/null
@@ -1,3 +0,0 @@
-version https://git-lfs.github.com/spec/v1
-oid sha256:77544fb8b1252066c138a4f0b06f3e905e7c5f1b3a113dfb56400801222c4e01
-size 523487
diff --git a/hub/release-checklist/model-tree.png b/hub/release-checklist/model-tree.png
deleted file mode 100644
index ae34b8ef0e75939d505701916fbec02d6745518d..0000000000000000000000000000000000000000
--- a/hub/release-checklist/model-tree.png
+++ /dev/null
@@ -1,3 +0,0 @@
-version https://git-lfs.github.com/spec/v1
-oid sha256:eac9501ea881d4948d5a1d1d160ffae7a48e4235e1d85cd033d0f82899b4c702
-size 44417
diff --git a/hub/spaces-agents-popover-dark.png b/hub/spaces-agents-popover-dark.png
deleted file mode 100644
index 82b2afccc0b6ec907343d01ae70b36bc04e1bf68..0000000000000000000000000000000000000000
--- a/hub/spaces-agents-popover-dark.png
+++ /dev/null
@@ -1,3 +0,0 @@
-version https://git-lfs.github.com/spec/v1
-oid sha256:f65995ad419e954912b6e2ceef88d70f7a59c7649bb22ac5196037ae84b9ccdf
-size 182179
diff --git a/hub/spaces-agents-popover.png b/hub/spaces-agents-popover.png
deleted file mode 100644
index 0c03d196128020de1bf2c4347419daa604759009..0000000000000000000000000000000000000000
--- a/hub/spaces-agents-popover.png
+++ /dev/null
@@ -1,3 +0,0 @@
-version https://git-lfs.github.com/spec/v1
-oid sha256:e3fbd43d25b03c84fa2f3fae8858fc40653a60ba91f3c37b96e60d16d0fc3365
-size 210845
diff --git a/hub/spaces-attach-bucket-dark.png b/hub/spaces-attach-bucket-dark.png
deleted file mode 100644
index ff6f5c6ddb24687e48cfd094e1118cbf808bc9e2..0000000000000000000000000000000000000000
--- a/hub/spaces-attach-bucket-dark.png
+++ /dev/null
@@ -1,3 +0,0 @@
-version https://git-lfs.github.com/spec/v1
-oid sha256:4f9ef68613fbb2b88a1620bd9fdaa679df0e63a6797a06f1f4196ae4e00dd95f
-size 147254
diff --git a/hub/spaces-attach-bucket.png b/hub/spaces-attach-bucket.png
deleted file mode 100644
index 56990fdea8dc2b73ec146a146f20a3967cb2bd03..0000000000000000000000000000000000000000
--- a/hub/spaces-attach-bucket.png
+++ /dev/null
@@ -1,3 +0,0 @@
-version https://git-lfs.github.com/spec/v1
-oid sha256:b437df26048f812f213f294f54f326a1dc953d9fac14b964ef70b02ef6701e36
-size 137501
diff --git a/hub/spaces-attached-volumes-dark.png b/hub/spaces-attached-volumes-dark.png
deleted file mode 100644
index 25a3ee4fdbce1a2f979a406b4c229ca0af3ef20b..0000000000000000000000000000000000000000
--- a/hub/spaces-attached-volumes-dark.png
+++ /dev/null
@@ -1,3 +0,0 @@
-version https://git-lfs.github.com/spec/v1
-oid sha256:9ebfcff7a586017f2f243b80838a37e2503c1964997310a2b5be6ce7256f76c2
-size 161857
diff --git a/hub/spaces-attached-volumes-light.png b/hub/spaces-attached-volumes-light.png
deleted file mode 100644
index b65aa1e0e59b6a7ad81655a86ca28c6e98577cb1..0000000000000000000000000000000000000000
--- a/hub/spaces-attached-volumes-light.png
+++ /dev/null
@@ -1,3 +0,0 @@
-version https://git-lfs.github.com/spec/v1
-oid sha256:8c0ee7924ebee6d3cb2fc2f75bb5c920146ea529ddc354c4ca25bf4183134fc3
-size 142726
diff --git a/hub/spaces.svg b/hub/spaces.svg
deleted file mode 100644
index a62688a4e222db770e8132b716866a832b11c367..0000000000000000000000000000000000000000
--- a/hub/spaces.svg
+++ /dev/null
@@ -1 +0,0 @@
-<svg class="size-8 mr-1.5 dark:mr-2 dark:drop-shadow-md" xmlns="http://www.w3.org/2000/svg" xmlns:xlink="http://www.w3.org/1999/xlink" aria-hidden="true" focusable="false" role="img" width="1em" height="1em" preserveAspectRatio="xMidYMid meet" viewBox="0 0 39 40"><path d="M6.3712 2.04427C3.7183 2.04427 1.56771 4.19486 1.56771 6.84776V18.3546V18.6544V32.7341C1.56771 35.3868 3.71818 37.5377 6.3712 37.5377H17.878H20.7507H32.2575C34.9104 37.5377 37.0612 35.387 37.0612 32.7341V21.6204C37.0612 20.177 36.4252 18.8839 35.4189 18.004C36.4576 16.3895 37.0612 14.4666 37.0612 12.4046C37.0612 6.68274 32.4225 2.04427 26.7007 2.04427C24.6388 2.04427 22.7159 2.64776 21.1014 3.68647C20.2214 2.6802 18.9282 2.04427 17.4849 2.04427H6.3712Z" fill="black" class="stroke-white dark:stroke-white/10" stroke-width="3.07552"></path><path d="M9.56855 23.5001C8.8406 23.5001 8.25047 24.0902 8.25047 24.8182V29.5361C8.25047 30.2641 8.8406 30.8542 9.56855 30.8542H14.2864C15.0144 30.8542 15.6045 30.2641 15.6045 29.5361V24.8182C15.6045 24.0902 15.0143 23.5001 14.2864 23.5001H9.56855Z" fill="#FF3270"></path><path d="M24.3409 23.5001C23.613 23.5001 23.0228 24.0902 23.0228 24.8182V29.5361C23.0228 30.2641 23.613 30.8542 24.3409 30.8542H29.0588C29.7868 30.8542 30.3769 30.2641 30.3769 29.5361V24.8182C30.3769 24.0902 29.7868 23.5001 29.0588 23.5001H24.3409Z" fill="#861FFF"></path><path d="M9.56855 8.72815C8.8406 8.72815 8.25047 9.31827 8.25047 10.0462V14.7641C8.25047 15.4921 8.8406 16.0822 9.56855 16.0822H14.2864C15.0144 16.0822 15.6045 15.4921 15.6045 14.7641V10.0462C15.6045 9.31827 15.0143 8.72815 14.2864 8.72815H9.56855Z" fill="#097EFF"></path><path d="M26.6999 8.72815C24.6692 8.72815 23.0228 10.3744 23.0228 12.4052C23.0228 14.4359 24.6692 16.0822 26.6999 16.0822C28.7306 16.0822 30.3769 14.4359 30.3769 12.4052C30.3769 10.3744 28.7306 8.72815 26.6999 8.72815Z" fill="#FFD702"></path></svg>
\ No newline at end of file
diff --git a/hub/sso-join-link-dark.png b/hub/sso-join-link-dark.png
deleted file mode 100644
index 997c293fc1c1d9f65c71507e4f9f9cdd431a5d52..0000000000000000000000000000000000000000
--- a/hub/sso-join-link-dark.png
+++ /dev/null
@@ -1,3 +0,0 @@
-version https://git-lfs.github.com/spec/v1
-oid sha256:b9467b5e81b898919dc17378d24614db4dddfd8f4fb80f59b9ef019742f81884
-size 72451
diff --git a/hub/sso-join-link.png b/hub/sso-join-link.png
deleted file mode 100644
index 94b58fc09b71025f235a1853e3966f48ab06481d..0000000000000000000000000000000000000000
--- a/hub/sso-join-link.png
+++ /dev/null
@@ -1,3 +0,0 @@
-version https://git-lfs.github.com/spec/v1
-oid sha256:e08307d22881c9f6a7689ed63f3d59301c3b95e05c4b495bc7179c003bee42b2
-size 71431
diff --git a/hub/sso/sso-enabled-without-enforcement-dark.png b/hub/sso/sso-enabled-without-enforcement-dark.png
deleted file mode 100644
index 3f42d75ec9c035e27d654fba448a0e153af13b02..0000000000000000000000000000000000000000
--- a/hub/sso/sso-enabled-without-enforcement-dark.png
+++ /dev/null
@@ -1,3 +0,0 @@
-version https://git-lfs.github.com/spec/v1
-oid sha256:cc571aa7a4fe728621cc3e174e017e91da5eb55f804958b4d50e8dde905a2a6e
-size 64778
diff --git a/hub/sso/sso-enabled-without-enforcement.png b/hub/sso/sso-enabled-without-enforcement.png
deleted file mode 100644
index 8b7beddd9125b1dd2fdb5bac5407ad11af17f8e8..0000000000000000000000000000000000000000
--- a/hub/sso/sso-enabled-without-enforcement.png
+++ /dev/null
@@ -1,3 +0,0 @@
-version https://git-lfs.github.com/spec/v1
-oid sha256:5ab618a02b50b9a1c1baab68764ff840a0d3755a6c651a83e0bf0b0a81e17edf
-size 61890
diff --git a/hub/sso/sso-settings-users-dark.png b/hub/sso/sso-settings-users-dark.png
index 40a043d50c195e34cdbbf05291de7248f0488143..907d4d65ffee3b9c406284170ed50092a062f76f 100644
--- a/hub/sso/sso-settings-users-dark.png
+++ b/hub/sso/sso-settings-users-dark.png
@@ -1,3 +1,3 @@
 version https://git-lfs.github.com/spec/v1
-oid sha256:eb2f19574720f7e8157e74722c4d8c7560198141d0bd63fe5c24cb3de6b6c350
-size 262071
+oid sha256:24af6bc6b7db277572711049a66d10aed124fbd2a37b70afcf6689449b0ba2ba
+size 605619
diff --git a/hub/sso/sso-settings-users.png b/hub/sso/sso-settings-users.png
index 8ed6f5bbb688f6b8c0cd6b392f6d43c0d91bce3e..3066ed5831cfa89433a614a7ed05324afddd7893 100644
--- a/hub/sso/sso-settings-users.png
+++ b/hub/sso/sso-settings-users.png
@@ -1,3 +1,3 @@
 version https://git-lfs.github.com/spec/v1
-oid sha256:5b43e1488fdebebce94ad2136b88e583d94425e995324ba9e65f855e6a5bf2a8
-size 232631
+oid sha256:286f745b2b954676308c3616a4ecbe107d68e29244e08f8148fb24acf1b154d7
+size 403082
diff --git a/hub/tokens-management-detail-dark.png b/hub/tokens-management-detail-dark.png
index cf841a7a47937832e2ccdf1c7ba01ef106dea3da..a7db2537a667e121e4b0fd2497ed4633adbb55b3 100644
--- a/hub/tokens-management-detail-dark.png
+++ b/hub/tokens-management-detail-dark.png
@@ -1,3 +1,3 @@
 version https://git-lfs.github.com/spec/v1
-oid sha256:135ab37c0a05a299694e00460810990e7e88361ba7912bd4ee2b82a0a92e698a
-size 617119
+oid sha256:8bf071978624170e9ccb3307f8d7da889dfee3d4b3b85d9e74b31bc143df12ad
+size 856936
diff --git a/hub/tokens-management-detail.png b/hub/tokens-management-detail.png
index 5068b96e4a3733e11742a4922b2f0acc6b53f879..1fe1cd3a8c600a870e62d21191b672a2200159b9 100644
--- a/hub/tokens-management-detail.png
+++ b/hub/tokens-management-detail.png
@@ -1,3 +1,3 @@
 version https://git-lfs.github.com/spec/v1
-oid sha256:29d8a570d8448c0dd8b7339ed8632f68d11affe848e2581c9cb5611a89b8f615
-size 522750
+oid sha256:a37e23ae03facf70bc6282f2f990cbcc520abf5e6025669d8a0f0091b2a1b0f3
+size 872495
diff --git a/hub/tokens-management-list-dark.png b/hub/tokens-management-list-dark.png
index 6fda228bd80db698110db68891c1922f18635435..5459d3ed584c6c35ccb56e8ccd22d734e379ff3b 100644
--- a/hub/tokens-management-list-dark.png
+++ b/hub/tokens-management-list-dark.png
@@ -1,3 +1,3 @@
 version https://git-lfs.github.com/spec/v1
-oid sha256:ea82d13ab7592be8ec0b1dcb5e39e10fc09fd224cbe3084af49e9f6351735627
-size 881659
+oid sha256:fdc54fb6030af97995e6cf50d06d52617f4718def54a377f1701767e23797760
+size 809004
diff --git a/hub/tokens-management-list.png b/hub/tokens-management-list.png
index c80e4e09bddd21c57ac324391df70ee93715a0c9..c73142fc27bbf97ed2d44ff9e95aa59bcdae1cad 100644
--- a/hub/tokens-management-list.png
+++ b/hub/tokens-management-list.png
@@ -1,3 +1,3 @@
 version https://git-lfs.github.com/spec/v1
-oid sha256:ff688ec496db14cba2ac4ca49a3b39a7f71c14335368f3f6bec5bc0527297792
-size 765486
+oid sha256:ebdb17a1762ce5ab60aeefe50d3cd5d5f854b3b33a313c7e2319679f8c9eaa43
+size 870065
diff --git a/hub/tokens-management-policy-dark.png b/hub/tokens-management-policy-dark.png
index adb4a22b71324f236be181181f8aeb11c4480323..9542e47248ec5c9f2f6d4417ca341120ba22ebfa 100644
--- a/hub/tokens-management-policy-dark.png
+++ b/hub/tokens-management-policy-dark.png
@@ -1,3 +1,3 @@
 version https://git-lfs.github.com/spec/v1
-oid sha256:feb4a8dae9e5c3812aefe6ab13299a5b45dd408b5e655a1db5029883dc6be54e
-size 691146
+oid sha256:f062436d338422f0bb4beeabf900419d92ce6149a4b7eee0e09188209d685ab1
+size 885668
diff --git a/hub/tokens-management-policy.png b/hub/tokens-management-policy.png
index bf3b384ee6043baa93cdb44bb101c33add451189..3f06773923d5328d953302de5dd5d69f5bb46bc0 100644
--- a/hub/tokens-management-policy.png
+++ b/hub/tokens-management-policy.png
@@ -1,3 +1,3 @@
 version https://git-lfs.github.com/spec/v1
-oid sha256:b5c1b38fcf40c44346d8748f75fb62d522440f55d1cd4fb2bc4daaad876b02e4
-size 596963
+oid sha256:85bdbf3b6f202f230c666c02586a535bce41a0be7db713ba48aab589c5fae6e6
+size 888999
diff --git a/hub/tokens-management-review-dark.png b/hub/tokens-management-review-dark.png
index 593e4c10a6179a92feebaff46c59a3402709c440..96e1d4736a315ce6900e8c4451cb9a46112c0618 100644
--- a/hub/tokens-management-review-dark.png
+++ b/hub/tokens-management-review-dark.png
@@ -1,3 +1,3 @@
 version https://git-lfs.github.com/spec/v1
-oid sha256:b6c7800210e61e91c10f7e0d4d10b1ee99bbfa43fa5e98447414eed86cce8d59
-size 723255
+oid sha256:fe0bc40513d7171178e588ca65b5feb14a1a5ee5d856c451d93c3142f85dc9f9
+size 861886
diff --git a/hub/tokens-management-review.png b/hub/tokens-management-review.png
index f1ed9a23ab620feb49ec3a9c0a75591319a61962..e247269e7c3c785b239eb4e7b9b74521847d3521 100644
--- a/hub/tokens-management-review.png
+++ b/hub/tokens-management-review.png
@@ -1,3 +1,3 @@
 version https://git-lfs.github.com/spec/v1
-oid sha256:ccb20bcaf86d039f03c0a87fc9b28079f6f1f532f0104fe593213ff1551d4973
-size 628858
+oid sha256:5a24e7618079b7d5e6b3887275f6cd3590f3198372ccd8c1e15eea29a5174980
+size 853337
diff --git a/hub/xet-speed-dark.gif b/hub/xet-speed-dark.gif
deleted file mode 100644
index 93fc8cd0e3d37261a876c1cb6183bd0bc205aa27..0000000000000000000000000000000000000000
--- a/hub/xet-speed-dark.gif
+++ /dev/null
@@ -1,3 +0,0 @@
-version https://git-lfs.github.com/spec/v1
-oid sha256:5ca1d8ba545661e559a66cf8addc73a63c2808234b682df18b485e4e36ded658
-size 173390
diff --git a/hub/xet-speed.gif b/hub/xet-speed.gif
deleted file mode 100644
index 8e5fff252fba9d5c67a767e0d3193a3508168aaa..0000000000000000000000000000000000000000
--- a/hub/xet-speed.gif
+++ /dev/null
@@ -1,3 +0,0 @@
-version https://git-lfs.github.com/spec/v1
-oid sha256:82e1f56dbf376f4a1ac19c24a41a0806e8d52ac3ef69cf8c6970913af700c4d9
-size 175416
diff --git a/huggingface_hub/hf_cli_autocompletion.gif b/huggingface_hub/hf_cli_autocompletion.gif
deleted file mode 100644
index 6a83382e0c5b7064a190d440847ba60c06489d92..0000000000000000000000000000000000000000
--- a/huggingface_hub/hf_cli_autocompletion.gif
+++ /dev/null
@@ -1,3 +0,0 @@
-version https://git-lfs.github.com/spec/v1
-oid sha256:f39257cb4ee5e534b56d8cd41ae2a5ccfb3794b213f6df1f37031c09ca9b6777
-size 325541
diff --git a/huggingface_hub/hf_urls_with_buckets.png b/huggingface_hub/hf_urls_with_buckets.png
deleted file mode 100644
index 109344aa761c053fdaee233d1a3bdf880ff056dd..0000000000000000000000000000000000000000
--- a/huggingface_hub/hf_urls_with_buckets.png
+++ /dev/null
@@ -1,3 +0,0 @@
-version https://git-lfs.github.com/spec/v1
-oid sha256:50ff6835b42ae90c56c17724761e1da03bfc2b28598c70b1890d651284fdd6aa
-size 123544
diff --git a/inference-providers-guides/evals-guide-first-eval-results.png b/inference-providers-guides/evals-guide-first-eval-results.png
deleted file mode 100644
index 371d858bbd725cf79e4947c6ddbecbd5c4f73735..0000000000000000000000000000000000000000
--- a/inference-providers-guides/evals-guide-first-eval-results.png
+++ /dev/null
@@ -1,3 +0,0 @@
-version https://git-lfs.github.com/spec/v1
-oid sha256:d58c2f6c22d662186d510434cd2590de47a6424104980c548a3c212befd4dfda
-size 91790
diff --git a/inference-providers-guides/evals-guide-first-eval-viewer.png b/inference-providers-guides/evals-guide-first-eval-viewer.png
deleted file mode 100644
index f6daf8b182af1ba57860dcf4380a75fcd6b69efd..0000000000000000000000000000000000000000
--- a/inference-providers-guides/evals-guide-first-eval-viewer.png
+++ /dev/null
@@ -1,3 +0,0 @@
-version https://git-lfs.github.com/spec/v1
-oid sha256:c508f3d069a489aaf0ed079c8f27954c04622a3ef3f078bb5204bcf7b601b011
-size 327506
diff --git a/inference-providers-guides/evals-guide-first-eval.png b/inference-providers-guides/evals-guide-first-eval.png
deleted file mode 100644
index ffbd2c8644844492dfd0f883dfa26188770b3733..0000000000000000000000000000000000000000
--- a/inference-providers-guides/evals-guide-first-eval.png
+++ /dev/null
@@ -1,3 +0,0 @@
-version https://git-lfs.github.com/spec/v1
-oid sha256:83489b9e224691153ff14356c14b413e5b99b4f5e37379ffc0c1f73a6662320d
-size 81109
diff --git a/inference-providers-guides/evals-guide-model-bench-viewer.png b/inference-providers-guides/evals-guide-model-bench-viewer.png
deleted file mode 100644
index d1d38c86487f65d8845844b200c0cb1520331c77..0000000000000000000000000000000000000000
--- a/inference-providers-guides/evals-guide-model-bench-viewer.png
+++ /dev/null
@@ -1,3 +0,0 @@
-version https://git-lfs.github.com/spec/v1
-oid sha256:43a00d838bf6c76bea6a2deccf48042d2f666829438fd883c9045fa5b8767744
-size 225761
diff --git a/inference-providers-guides/evals-guide-providers-benchmarking.png b/inference-providers-guides/evals-guide-providers-benchmarking.png
deleted file mode 100644
index 78d58367623b7c0a5316ca72c9cd124c1664a393..0000000000000000000000000000000000000000
--- a/inference-providers-guides/evals-guide-providers-benchmarking.png
+++ /dev/null
@@ -1,3 +0,0 @@
-version https://git-lfs.github.com/spec/v1
-oid sha256:d98c5515c53b56932651bfae7d96849998fb64a1215a716f785206699e282c68
-size 236894
diff --git a/inference-providers-guides/evals-guide-providers-fastest-vs-cheapest.png b/inference-providers-guides/evals-guide-providers-fastest-vs-cheapest.png
deleted file mode 100644
index 57c4de02eced9fd76cd7f1d6a631ec2e4161046c..0000000000000000000000000000000000000000
--- a/inference-providers-guides/evals-guide-providers-fastest-vs-cheapest.png
+++ /dev/null
@@ -1,3 +0,0 @@
-version https://git-lfs.github.com/spec/v1
-oid sha256:6665bd7bf5732a8f423a3d57f25747925bf581d18fa03c24b04e8317daf72488
-size 175502
diff --git a/inference-providers-guides/evals-guide-running-samples.png b/inference-providers-guides/evals-guide-running-samples.png
deleted file mode 100644
index d64411cb1bd1c48945bd3d2b846cf30e3643fbc3..0000000000000000000000000000000000000000
--- a/inference-providers-guides/evals-guide-running-samples.png
+++ /dev/null
@@ -1,3 +0,0 @@
-version https://git-lfs.github.com/spec/v1
-oid sha256:363aa63267eccc9275a4d6cce08cd1305f013c2102d1bc8fd9f1ac36b2401a86
-size 131025
diff --git a/inference-providers/Inference-providers-banner-dark.png b/inference-providers/Inference-providers-banner-dark.png
index e4f24a3185a34a74947505812daeeb001fb0a86a..3c36b11fcee90babf5957ce8366ab0de308d8d06 100644
--- a/inference-providers/Inference-providers-banner-dark.png
+++ b/inference-providers/Inference-providers-banner-dark.png
@@ -1,3 +1,3 @@
 version https://git-lfs.github.com/spec/v1
-oid sha256:67aaed7a15bf1d083985747f1b2d35e9c7a8bf1c10e722759cf43cada5f51537
-size 1645602
+oid sha256:4b911fc2caae95c678d90cadf037837c1a716bdade5520278b2d6f0b2da90608
+size 1662182
diff --git a/inference-providers/Inference-providers-banner-light.png b/inference-providers/Inference-providers-banner-light.png
index 661f60450ad094cf06471e8d33a7ea82811dfe09..da7c25c953cbbe53d1ae28d2ac94baad5855bf85 100644
--- a/inference-providers/Inference-providers-banner-light.png
+++ b/inference-providers/Inference-providers-banner-light.png
@@ -1,3 +1,3 @@
 version https://git-lfs.github.com/spec/v1
-oid sha256:4cb575b63954dce0f336f75345b805a13e6c41e82edb3625213013241bfc8e28
-size 880058
+oid sha256:033da2db2b58af0eba2388d63ca53cc8548b7c91329a9e3a541ce70c8bf4d136
+size 921682
diff --git a/inference-providers/billing-usage-dashboard-dark.jpg b/inference-providers/billing-usage-dashboard-dark.jpg
deleted file mode 100644
index 1fe2a5340052e434fc581c6163628104cff67189..0000000000000000000000000000000000000000
--- a/inference-providers/billing-usage-dashboard-dark.jpg
+++ /dev/null
@@ -1,3 +0,0 @@
-version https://git-lfs.github.com/spec/v1
-oid sha256:1b02174b18255d175200b1da3eeca8f1785f2b5943dafb93dee7495dd74ddd3d
-size 103609
diff --git a/inference-providers/billing-usage-dashboard-light.jpg b/inference-providers/billing-usage-dashboard-light.jpg
deleted file mode 100644
index c6f353e6c48d7426e19765c40a8267a41f541ade..0000000000000000000000000000000000000000
--- a/inference-providers/billing-usage-dashboard-light.jpg
+++ /dev/null
@@ -1,3 +0,0 @@
-version https://git-lfs.github.com/spec/v1
-oid sha256:89fc697c32114172a8927d5a55cd09d8ee09e7503ba7ee6d93a560c0849655fe
-size 106866
diff --git a/inference-providers/logos/baseten-dark.png b/inference-providers/logos/baseten-dark.png
deleted file mode 100644
index 7cd5d05a42acd5c479fcadef55a683874bd4df5d..0000000000000000000000000000000000000000
--- a/inference-providers/logos/baseten-dark.png
+++ /dev/null
@@ -1,3 +0,0 @@
-version https://git-lfs.github.com/spec/v1
-oid sha256:5d8510341915353b687c1e64361abb845fefdefe846d45b35d33d3d75a88b513
-size 104838
diff --git a/inference-providers/logos/baseten-light.png b/inference-providers/logos/baseten-light.png
deleted file mode 100644
index 20d07ffbfa009c7628dfd58771181263937eeb19..0000000000000000000000000000000000000000
--- a/inference-providers/logos/baseten-light.png
+++ /dev/null
@@ -1,3 +0,0 @@
-version https://git-lfs.github.com/spec/v1
-oid sha256:64f6877052ffd4a94dab49157887d12224454b19893df71beafa0142a8f1f2b2
-size 100964
diff --git a/inference-providers/logos/deepinfra-dark.png b/inference-providers/logos/deepinfra-dark.png
deleted file mode 100644
index f63c17e577f5b5bb3fdccb2296f079b554769cdf..0000000000000000000000000000000000000000
--- a/inference-providers/logos/deepinfra-dark.png
+++ /dev/null
@@ -1,3 +0,0 @@
-version https://git-lfs.github.com/spec/v1
-oid sha256:da59ca782b680239a6b09e631592faab5e6274be60b463a5ec6c280fc431245c
-size 15502
diff --git a/inference-providers/logos/deepinfra-light.png b/inference-providers/logos/deepinfra-light.png
deleted file mode 100644
index e277427296abdd7ee8b67e6b46f6a061a8e29979..0000000000000000000000000000000000000000
--- a/inference-providers/logos/deepinfra-light.png
+++ /dev/null
@@ -1,3 +0,0 @@
-version https://git-lfs.github.com/spec/v1
-oid sha256:aedff382359d81c81b1755ea4a38277cab0477dc8f61835e1242a7eeda1d08a7
-size 19369
diff --git a/inference-providers/logos/nvidia-dark.png b/inference-providers/logos/nvidia-dark.png
deleted file mode 100644
index 537080cbf18f3499cabbdad768c0294dc616938b..0000000000000000000000000000000000000000
--- a/inference-providers/logos/nvidia-dark.png
+++ /dev/null
@@ -1,3 +0,0 @@
-version https://git-lfs.github.com/spec/v1
-oid sha256:b4937f65c1f3a07536507865c2947d9c65a66131f2f137c661bb41aa43fce2ca
-size 63664
diff --git a/inference-providers/logos/nvidia-light.png b/inference-providers/logos/nvidia-light.png
deleted file mode 100644
index 801b31038b2a064f0208da764081c06c1bd533d1..0000000000000000000000000000000000000000
--- a/inference-providers/logos/nvidia-light.png
+++ /dev/null
@@ -1,3 +0,0 @@
-version https://git-lfs.github.com/spec/v1
-oid sha256:136f5388dca5c33e475f437892e8fc0b90c873444d0b5beecee745f0feae2243
-size 65221
diff --git a/inference-providers/logos/ovhcloud-dark.png b/inference-providers/logos/ovhcloud-dark.png
deleted file mode 100644
index 5df448e799577db64ff372d36dd7993dcd077132..0000000000000000000000000000000000000000
--- a/inference-providers/logos/ovhcloud-dark.png
+++ /dev/null
@@ -1,3 +0,0 @@
-version https://git-lfs.github.com/spec/v1
-oid sha256:5a3568e06f260913fa30a263ecbb6a14c99d6c1b6c26c58d80371ea383adeee2
-size 6719
diff --git a/inference-providers/logos/ovhcloud-light.png b/inference-providers/logos/ovhcloud-light.png
deleted file mode 100644
index 7118607717044e14c68d5ea08cb06c18f0791da0..0000000000000000000000000000000000000000
--- a/inference-providers/logos/ovhcloud-light.png
+++ /dev/null
@@ -1,3 +0,0 @@
-version https://git-lfs.github.com/spec/v1
-oid sha256:c7487c3d903a70a7294d26f13277b2035a0dab8397c4f8c3e9c829dbb366ed1b
-size 7347
diff --git a/inference-providers/logos/wavespeed-dark.png b/inference-providers/logos/wavespeed-dark.png
deleted file mode 100644
index 20fc54ec088549b879f8f89bbd6066a39b515ca4..0000000000000000000000000000000000000000
--- a/inference-providers/logos/wavespeed-dark.png
+++ /dev/null
@@ -1,3 +0,0 @@
-version https://git-lfs.github.com/spec/v1
-oid sha256:b486523461c8d595200b68c60cf8cfad0c9c26af2dd4a384fd41b701b14bb12b
-size 7477
diff --git a/inference-providers/logos/wavespeed-light.png b/inference-providers/logos/wavespeed-light.png
deleted file mode 100644
index 1e827e69dd4edb1b97621cd40490a7decc2aa5a6..0000000000000000000000000000000000000000
--- a/inference-providers/logos/wavespeed-light.png
+++ /dev/null
@@ -1,3 +0,0 @@
-version https://git-lfs.github.com/spec/v1
-oid sha256:0d3cad127f63c376a3c0a3eff3f401adc78e4cca20aaf783a3a63d349e31c1c3
-size 7548
diff --git a/inference-providers/logos/zai-org-dark.png b/inference-providers/logos/zai-org-dark.png
deleted file mode 100644
index 49de56049685441d81ff8e7fe3c27b384ae23d96..0000000000000000000000000000000000000000
--- a/inference-providers/logos/zai-org-dark.png
+++ /dev/null
@@ -1,3 +0,0 @@
-version https://git-lfs.github.com/spec/v1
-oid sha256:f40cd181e7152972fac4f8c38718b6b25a4781cf549feda7748b817e33b34654
-size 272652
diff --git a/inference-providers/logos/zai-org-light.png b/inference-providers/logos/zai-org-light.png
deleted file mode 100644
index b12bc4db49ce1b9d52016cb585e184dd7164317d..0000000000000000000000000000000000000000
--- a/inference-providers/logos/zai-org-light.png
+++ /dev/null
@@ -1,3 +0,0 @@
-version https://git-lfs.github.com/spec/v1
-oid sha256:f6c78f97a293fc34ee9acb380aedf00a9e13cba6844d4700e76e42000c013c25
-size 258389
diff --git a/inference-providers/model-widget-v2.png b/inference-providers/model-widget-v2.png
deleted file mode 100644
index 0cefc8602185fa88607094ee298a08855fa5d1e6..0000000000000000000000000000000000000000
--- a/inference-providers/model-widget-v2.png
+++ /dev/null
@@ -1,3 +0,0 @@
-version https://git-lfs.github.com/spec/v1
-oid sha256:4c73078fa6fc003b6786fef0a2c0132e780979ae9938b506c69c315c1d1b17c4
-size 162231
diff --git a/inference-providers/provider-comparison-table-dark.png b/inference-providers/provider-comparison-table-dark.png
deleted file mode 100644
index b02422d8acf3b728ce1bc64d182dc4cd01db39a4..0000000000000000000000000000000000000000
--- a/inference-providers/provider-comparison-table-dark.png
+++ /dev/null
@@ -1,3 +0,0 @@
-version https://git-lfs.github.com/spec/v1
-oid sha256:5ee4526f660c8a595a59db08e87955afad142047665f85959248ecf24eaf874f
-size 196267
diff --git a/inference-providers/provider-comparison-table.png b/inference-providers/provider-comparison-table.png
deleted file mode 100644
index 2f6084d3f570e812a1d6a8f9c56ddec8e94dc0a9..0000000000000000000000000000000000000000
--- a/inference-providers/provider-comparison-table.png
+++ /dev/null
@@ -1,3 +0,0 @@
-version https://git-lfs.github.com/spec/v1
-oid sha256:9a17415cde4cca0e02195f6aa26b6c2db040d4291dcc360e6e29082b00ead03b
-size 187759
diff --git a/inference-providers/user-setting-v2.png b/inference-providers/user-setting-v2.png
deleted file mode 100644
index 54a9987f523f2b4101a5e93632e027d6eeecd2f2..0000000000000000000000000000000000000000
--- a/inference-providers/user-setting-v2.png
+++ /dev/null
@@ -1,3 +0,0 @@
-version https://git-lfs.github.com/spec/v1
-oid sha256:69c1235bde41199669e26c628a5e80fe241303669f276c05e51138126f6eb2c3
-size 381648
diff --git a/intel-deepmath/deepmath-figure.jpg b/intel-deepmath/deepmath-figure.jpg
deleted file mode 100644
index 62e91c82a7cd55ae6050097815a13631a850ea49..0000000000000000000000000000000000000000
--- a/intel-deepmath/deepmath-figure.jpg
+++ /dev/null
@@ -1,3 +0,0 @@
-version https://git-lfs.github.com/spec/v1
-oid sha256:a8f70931f206692e80feadb64620a8d06d2cdf440fcd875c2b503aed6e44e380
-size 171181
diff --git a/intel-deepmath/main-results.png b/intel-deepmath/main-results.png
deleted file mode 100644
index fc63380a4dd937d8103c11ca65a30c2a0b4688ba..0000000000000000000000000000000000000000
--- a/intel-deepmath/main-results.png
+++ /dev/null
@@ -1,3 +0,0 @@
-version https://git-lfs.github.com/spec/v1
-oid sha256:9b7c084caef525865dacf00e33b81540e3b1b75fd23531e8c61defbbda7d738d
-size 115142
diff --git a/intel-deepmath/output-example.png b/intel-deepmath/output-example.png
deleted file mode 100644
index 34806e41d310f93d680e572dbeebc5090dd627cc..0000000000000000000000000000000000000000
--- a/intel-deepmath/output-example.png
+++ /dev/null
@@ -1,3 +0,0 @@
-version https://git-lfs.github.com/spec/v1
-oid sha256:f51472b74b07e04213d1f197a3430e4c6de7e2fdbd8b5ed172206653fedc1e68
-size 88540
diff --git a/intel-deepmath/trl-grpo-vllm-deepmath.png b/intel-deepmath/trl-grpo-vllm-deepmath.png
deleted file mode 100644
index c592670acf1e0723c36fa15b72e49134a5933a48..0000000000000000000000000000000000000000
--- a/intel-deepmath/trl-grpo-vllm-deepmath.png
+++ /dev/null
@@ -1,3 +0,0 @@
-version https://git-lfs.github.com/spec/v1
-oid sha256:384b141be1c62ef9371d40b6bd5c5966eafc8487889100ad1eea82356e1941ce
-size 25166
diff --git a/ip-billing-dark.png b/ip-billing-dark.png
deleted file mode 100644
index facb3881d1fb34b728cb25dc55bee022d1bbff86..0000000000000000000000000000000000000000
--- a/ip-billing-dark.png
+++ /dev/null
@@ -1,3 +0,0 @@
-version https://git-lfs.github.com/spec/v1
-oid sha256:6c15b4ef4ff59703eafacb1275c984161e3aabdbc2ea7ba904ff127c97df319d
-size 361927
diff --git a/ip-billing-light.png b/ip-billing-light.png
deleted file mode 100644
index 5f88e78359256b26eecee62f6b43ac6a7c7ab542..0000000000000000000000000000000000000000
--- a/ip-billing-light.png
+++ /dev/null
@@ -1,3 +0,0 @@
-version https://git-lfs.github.com/spec/v1
-oid sha256:9b09322ba14a841cc5b6b071c25433a7e2e77c75a7f51ba1a00c78c80114597f
-size 334809
diff --git a/jobs/billing-dark.png b/jobs/billing-dark.png
deleted file mode 100644
index 00f6db026aa63c72770d55ff1c58031247557b1f..0000000000000000000000000000000000000000
--- a/jobs/billing-dark.png
+++ /dev/null
@@ -1,3 +0,0 @@
-version https://git-lfs.github.com/spec/v1
-oid sha256:3198904a6d5a3543169deb1bd06c6a62bc945c6b87a806c3fa627b295a309351
-size 26828
diff --git a/jobs/billing.png b/jobs/billing.png
deleted file mode 100644
index 67c21a173643fda458a2e8374df9a11cd0c1c53c..0000000000000000000000000000000000000000
--- a/jobs/billing.png
+++ /dev/null
@@ -1,3 +0,0 @@
-version https://git-lfs.github.com/spec/v1
-oid sha256:aa7c51a2248abbea1ee96975ec958f1d6f090ca4aea0f9b9ecf3dab57943711f
-size 28069
diff --git a/jobs/cancel-job-dark.png b/jobs/cancel-job-dark.png
deleted file mode 100644
index 596a2cbcd8799b86635d5670f837684f31d483f7..0000000000000000000000000000000000000000
--- a/jobs/cancel-job-dark.png
+++ /dev/null
@@ -1,3 +0,0 @@
-version https://git-lfs.github.com/spec/v1
-oid sha256:9755d146054c4d2d21557b042e49eb84e16ede552865bc706781dfe08ee534ad
-size 65076
diff --git a/jobs/cancel-job.png b/jobs/cancel-job.png
deleted file mode 100644
index 3cf97dfe47e82a75e3919192ccf4d85bdd1cf01e..0000000000000000000000000000000000000000
--- a/jobs/cancel-job.png
+++ /dev/null
@@ -1,3 +0,0 @@
-version https://git-lfs.github.com/spec/v1
-oid sha256:8b34f6ef6c445fc1a9d496d9103662161415b00b9a383a967c2026c0c86ecdda
-size 63669
diff --git a/jobs/cancelled-job-page-dark.png b/jobs/cancelled-job-page-dark.png
deleted file mode 100644
index 4a3e6a89b8ad2b3f32983a2d5b8fbc99d98f8bfe..0000000000000000000000000000000000000000
--- a/jobs/cancelled-job-page-dark.png
+++ /dev/null
@@ -1,3 +0,0 @@
-version https://git-lfs.github.com/spec/v1
-oid sha256:407f448e3a8823a2564c5043685ad8b913f3e1cc2ee6c5d26101d7ef56f9d8ea
-size 62717
diff --git a/jobs/cancelled-job-page.png b/jobs/cancelled-job-page.png
deleted file mode 100644
index 44868221362da200acd2a42d8abbbf557cddd94a..0000000000000000000000000000000000000000
--- a/jobs/cancelled-job-page.png
+++ /dev/null
@@ -1,3 +0,0 @@
-version https://git-lfs.github.com/spec/v1
-oid sha256:e0ca9e0458db2bea721c983055e2a254c77a539b97f1ed5667aa4e7085bbb376
-size 60801
diff --git a/jobs/erroring-job-page-dark.png b/jobs/erroring-job-page-dark.png
deleted file mode 100644
index 62366f55e7e66dd4ed5f72fbd28de97231bff344..0000000000000000000000000000000000000000
--- a/jobs/erroring-job-page-dark.png
+++ /dev/null
@@ -1,3 +0,0 @@
-version https://git-lfs.github.com/spec/v1
-oid sha256:4b2b74161e802861df727d3c9d9a41bbad5a9de0121ea1e73fdb9b37b782f3bb
-size 169636
diff --git a/jobs/erroring-job-page.png b/jobs/erroring-job-page.png
deleted file mode 100644
index 9a993a68247844f10b3854e00bacf556f124deca..0000000000000000000000000000000000000000
--- a/jobs/erroring-job-page.png
+++ /dev/null
@@ -1,3 +0,0 @@
-version https://git-lfs.github.com/spec/v1
-oid sha256:b28998cd2b7fe169d83020ea69119288c2cf5d36ba109f59692a6ae83647de3f
-size 169364
diff --git a/jobs/first-job-page-dark.png b/jobs/first-job-page-dark.png
deleted file mode 100644
index 47b3fb6395d3d64ba1e1c7c36f1fc71cdcf009b6..0000000000000000000000000000000000000000
--- a/jobs/first-job-page-dark.png
+++ /dev/null
@@ -1,3 +0,0 @@
-version https://git-lfs.github.com/spec/v1
-oid sha256:ac55159a4f2e3773477806c7f08b795157b57fca128a45925288ac887abeb092
-size 66166
diff --git a/jobs/first-job-page.png b/jobs/first-job-page.png
deleted file mode 100644
index 7d0b182972e06d615967a36c3af9194791d0b20c..0000000000000000000000000000000000000000
--- a/jobs/first-job-page.png
+++ /dev/null
@@ -1,3 +0,0 @@
-version https://git-lfs.github.com/spec/v1
-oid sha256:43f2a968657f032e03be290b91e278a447d13f244d7a59d913eeaa79f0bf3923
-size 64490
diff --git a/jobs/hf_jobs_run_and_uv_run.gif b/jobs/hf_jobs_run_and_uv_run.gif
deleted file mode 100644
index 992dac33d93ad319cbf044987514bc0e32272d1d..0000000000000000000000000000000000000000
--- a/jobs/hf_jobs_run_and_uv_run.gif
+++ /dev/null
@@ -1,3 +0,0 @@
-version https://git-lfs.github.com/spec/v1
-oid sha256:3b2efa8faea6eab63df81c323600bbaa66fa1a91bd2f2fae6f748b3c3b82dda6
-size 57311
diff --git a/jobs/jobs-labels-page-dark.png b/jobs/jobs-labels-page-dark.png
deleted file mode 100644
index 4f08499452f29a7d280aa8f0dd1ce997eecbeb4e..0000000000000000000000000000000000000000
--- a/jobs/jobs-labels-page-dark.png
+++ /dev/null
@@ -1,3 +0,0 @@
-version https://git-lfs.github.com/spec/v1
-oid sha256:d1b492b0a93230002bc5211ae0a078cb8ff26a2ffd578a1670e3876f921d36d4
-size 122458
diff --git a/jobs/jobs-labels-page.png b/jobs/jobs-labels-page.png
deleted file mode 100644
index 4aa50cb34c0fa6cc68a70018b4333f5430aab1da..0000000000000000000000000000000000000000
--- a/jobs/jobs-labels-page.png
+++ /dev/null
@@ -1,3 +0,0 @@
-version https://git-lfs.github.com/spec/v1
-oid sha256:e07421822999598a49d5e722ab1a95d8f98af05b25984c0f75a130098e4a7f65
-size 122640
diff --git a/jobs/jobs-page-dark.png b/jobs/jobs-page-dark.png
deleted file mode 100644
index 19e68705a0a184670b27c9afe97a32c26c9807a6..0000000000000000000000000000000000000000
--- a/jobs/jobs-page-dark.png
+++ /dev/null
@@ -1,3 +0,0 @@
-version https://git-lfs.github.com/spec/v1
-oid sha256:8f71a7a0272f73a7237dfcfd3854a1529ad43ea0c481f8583a36807eb8708bd4
-size 201251
diff --git a/jobs/jobs-page.png b/jobs/jobs-page.png
deleted file mode 100644
index 5c2642b8a5d16dbe4cce3e49e660f3a88aab7703..0000000000000000000000000000000000000000
--- a/jobs/jobs-page.png
+++ /dev/null
@@ -1,3 +0,0 @@
-version https://git-lfs.github.com/spec/v1
-oid sha256:a60b27aa94e74f11c8aa103177838bf44a23fe337498e802004b343269b08fd2
-size 196779
diff --git a/jobs/macos-hfjobs-list.png b/jobs/macos-hfjobs-list.png
deleted file mode 100644
index d23190520be1fc01b56871dd8728839d87c6b929..0000000000000000000000000000000000000000
--- a/jobs/macos-hfjobs-list.png
+++ /dev/null
@@ -1,3 +0,0 @@
-version https://git-lfs.github.com/spec/v1
-oid sha256:943c00309c89389cbf02f5edffa1793eb19afaa4334769cf754d12a2c6e90534
-size 154043
diff --git a/jobs/macos-hfjobs-stats.png b/jobs/macos-hfjobs-stats.png
deleted file mode 100644
index 7b6cafbb8d5c1087a1f3445f5d3563ff072cf0c0..0000000000000000000000000000000000000000
--- a/jobs/macos-hfjobs-stats.png
+++ /dev/null
@@ -1,3 +0,0 @@
-version https://git-lfs.github.com/spec/v1
-oid sha256:8b3b2c981d830610e4180e9cec8b99fdcc587257be18f33224aec99d6db48bbd
-size 79218
diff --git a/jobs/trl-sft-job-page-dark.png b/jobs/trl-sft-job-page-dark.png
deleted file mode 100644
index 7c58ee964fca06dba6fe9e5578d3a97444d2f386..0000000000000000000000000000000000000000
--- a/jobs/trl-sft-job-page-dark.png
+++ /dev/null
@@ -1,3 +0,0 @@
-version https://git-lfs.github.com/spec/v1
-oid sha256:e0953bdf2d83fe170e9d69062926938150b523b6c5e1fae52a5a262b566f2252
-size 168244
diff --git a/jobs/trl-sft-job-page.png b/jobs/trl-sft-job-page.png
deleted file mode 100644
index d02cfbc6dbd5acf5dfd0dcb3a8a65ad342826e2c..0000000000000000000000000000000000000000
--- a/jobs/trl-sft-job-page.png
+++ /dev/null
@@ -1,3 +0,0 @@
-version https://git-lfs.github.com/spec/v1
-oid sha256:8c22cf599d4e5e9f8246ad28c86c6b69b344b3758a55c56db65cb8ff24ac1209
-size 168930
diff --git a/jobs/trl-sft-model-page-dark.png b/jobs/trl-sft-model-page-dark.png
deleted file mode 100644
index df4aef6a2145f873ad75c3ac263c1132b5d3fa7f..0000000000000000000000000000000000000000
--- a/jobs/trl-sft-model-page-dark.png
+++ /dev/null
@@ -1,3 +0,0 @@
-version https://git-lfs.github.com/spec/v1
-oid sha256:7c83516e701394bb646ecbec4c4fd67778a72dbcbd15e18c854d79467971d45e
-size 162066
diff --git a/jobs/trl-sft-model-page.png b/jobs/trl-sft-model-page.png
deleted file mode 100644
index fa56702efd55cd74923f7a847ec32064ea06c68c..0000000000000000000000000000000000000000
--- a/jobs/trl-sft-model-page.png
+++ /dev/null
@@ -1,3 +0,0 @@
-version https://git-lfs.github.com/spec/v1
-oid sha256:6956167a4f5c958c76afef429564b647e7d9bdf0c353710eaf6f6123d5c1586f
-size 160540
diff --git a/kernels-skill-benchmark/e2e_ltx_video.png b/kernels-skill-benchmark/e2e_ltx_video.png
deleted file mode 100644
index 79ae26bb2f58785bae9d1ef2c1724e6ed7d46a39..0000000000000000000000000000000000000000
--- a/kernels-skill-benchmark/e2e_ltx_video.png
+++ /dev/null
@@ -1,3 +0,0 @@
-version https://git-lfs.github.com/spec/v1
-oid sha256:3e5c9680d7f325d0172cffd5afed45495c373d6be7b100f6a1fc82290b09dea1
-size 76972
diff --git a/kernels-skill-benchmark/rmsnorm_ltx_video.png b/kernels-skill-benchmark/rmsnorm_ltx_video.png
deleted file mode 100644
index 1d0fee955de8bc153b6c68f0cd6c209d56ebcda6..0000000000000000000000000000000000000000
--- a/kernels-skill-benchmark/rmsnorm_ltx_video.png
+++ /dev/null
@@ -1,3 +0,0 @@
-version https://git-lfs.github.com/spec/v1
-oid sha256:6ad98c44fec3e81ebfc65e578c7d9ca415e40ee5002705a5b738700910e331e0
-size 70666
diff --git a/kernels-skill-benchmark/rmsnorm_qwen3.png b/kernels-skill-benchmark/rmsnorm_qwen3.png
deleted file mode 100644
index e0fe6f8e85ae9794287600419f34c01f8a8f38fb..0000000000000000000000000000000000000000
--- a/kernels-skill-benchmark/rmsnorm_qwen3.png
+++ /dev/null
@@ -1,3 +0,0 @@
-version https://git-lfs.github.com/spec/v1
-oid sha256:7cb6d2ae92d49e2da9c4648734f2b5ccb9c660b7dd6b446828f749c31a39e596
-size 85708
diff --git a/kernels/kernels-thumbnail-dark.png b/kernels/kernels-thumbnail-dark.png
deleted file mode 100644
index bb9c2758bde3cdad1cf3a6d9d31cafc3b557b8f5..0000000000000000000000000000000000000000
--- a/kernels/kernels-thumbnail-dark.png
+++ /dev/null
@@ -1,3 +0,0 @@
-version https://git-lfs.github.com/spec/v1
-oid sha256:68286ac08960640881a0784986cdac0bb173c4d8cda476e131131b0aa4d88868
-size 56444
diff --git a/kernels/kernels-thumbnail-light.png b/kernels/kernels-thumbnail-light.png
deleted file mode 100644
index 7e338d512d256b8a7d17f4614c207a1f4a1c2f1b..0000000000000000000000000000000000000000
--- a/kernels/kernels-thumbnail-light.png
+++ /dev/null
@@ -1,3 +0,0 @@
-version https://git-lfs.github.com/spec/v1
-oid sha256:db4034173babd769059eaa1289ad85b7f0026a5d9ea12eec5c5671819652690b
-size 37335
diff --git a/kernels/logo_kernels.png b/kernels/logo_kernels.png
deleted file mode 100644
index 9b2e5073563840a90a21ba9c757a2f2397842389..0000000000000000000000000000000000000000
--- a/kernels/logo_kernels.png
+++ /dev/null
@@ -1,3 +0,0 @@
-version https://git-lfs.github.com/spec/v1
-oid sha256:d447a4b53740c1713b0095601d1d6a7654435f214fb85851e6c1d43137f92d94
-size 518710
diff --git a/lerobot-blog/nvidia-healthcare/README.md b/lerobot-blog/nvidia-healthcare/README.md
deleted file mode 100644
index c5a948b2bd0cbd34cbbd9db8341dad68b67dec59..0000000000000000000000000000000000000000
--- a/lerobot-blog/nvidia-healthcare/README.md
+++ /dev/null
@@ -1 +0,0 @@
-NVIDIA Healthcare collaboration blog post assets
\ No newline at end of file
diff --git a/lerobot-blog/nvidia-healthcare/lerobotxnvidia-healthcare-real-demo.gif b/lerobot-blog/nvidia-healthcare/lerobotxnvidia-healthcare-real-demo.gif
deleted file mode 100644
index ebd8b553a46dfbe9dc12aa955b891166c0e46c5e..0000000000000000000000000000000000000000
--- a/lerobot-blog/nvidia-healthcare/lerobotxnvidia-healthcare-real-demo.gif
+++ /dev/null
@@ -1,3 +0,0 @@
-version https://git-lfs.github.com/spec/v1
-oid sha256:1a5c505fcb783fdb9af0dd34fae33fb28be15bf1833fb1a0d1c0bbda3712c6ee
-size 37117353
diff --git a/lerobot-blog/nvidia-healthcare/lerobotxnvidia-healthcare-sim-demo.gif b/lerobot-blog/nvidia-healthcare/lerobotxnvidia-healthcare-sim-demo.gif
deleted file mode 100644
index fb2a5d081e5ed3b6f0441e56158741b1478ff4cf..0000000000000000000000000000000000000000
--- a/lerobot-blog/nvidia-healthcare/lerobotxnvidia-healthcare-sim-demo.gif
+++ /dev/null
@@ -1,3 +0,0 @@
-version https://git-lfs.github.com/spec/v1
-oid sha256:b821804b169df0b1a4d5a09aede011fba27a50f99ce27deb84b641ae1cb6b0fb
-size 17119724
diff --git a/lerobot-blog/readme.md b/lerobot-blog/readme.md
deleted file mode 100644
index 225827ca58bef378c7b88270418682188433867d..0000000000000000000000000000000000000000
--- a/lerobot-blog/readme.md
+++ /dev/null
@@ -1 +0,0 @@
-Folder for all future blog post assets
\ No newline at end of file
diff --git a/lerobot-blog/release-v0.4.0/lerobot-libero-groot-v040.gif b/lerobot-blog/release-v0.4.0/lerobot-libero-groot-v040.gif
deleted file mode 100644
index bf3345f4ed2df77b4d4e7e1176ac6a3066483b37..0000000000000000000000000000000000000000
--- a/lerobot-blog/release-v0.4.0/lerobot-libero-groot-v040.gif
+++ /dev/null
@@ -1,3 +0,0 @@
-version https://git-lfs.github.com/spec/v1
-oid sha256:82a3ed7697f853d93edb903fff416cb1f57a7f7403355d97d21338f369bda198
-size 5080545
diff --git a/lerobot-blog/release-v0.4.0/lerobot-libero-groot2-v040.gif b/lerobot-blog/release-v0.4.0/lerobot-libero-groot2-v040.gif
deleted file mode 100644
index 3ecf553e19bddac5325b84b470d91db475a58c50..0000000000000000000000000000000000000000
--- a/lerobot-blog/release-v0.4.0/lerobot-libero-groot2-v040.gif
+++ /dev/null
@@ -1,3 +0,0 @@
-version https://git-lfs.github.com/spec/v1
-oid sha256:2b60fd97a53a4db7d23ee649aac9a9d3480d1dfb10a5d9ecbdc5cdd0d1b0252d
-size 32127368
diff --git a/lerobot-blog/release-v0.4.0/readme.md b/lerobot-blog/release-v0.4.0/readme.md
deleted file mode 100644
index 38bcff2e7343ee274d53de5022e4ac3d08ea1099..0000000000000000000000000000000000000000
--- a/lerobot-blog/release-v0.4.0/readme.md
+++ /dev/null
@@ -1 +0,0 @@
-Release v0.4.0 blog post assets
\ No newline at end of file
diff --git a/lerobot-blog/release-v0.5.0/sarm_community.gif b/lerobot-blog/release-v0.5.0/sarm_community.gif
deleted file mode 100644
index 6776e15e12cb3ab844c6ccb7c2b57e0b5c620f66..0000000000000000000000000000000000000000
--- a/lerobot-blog/release-v0.5.0/sarm_community.gif
+++ /dev/null
@@ -1,3 +0,0 @@
-version https://git-lfs.github.com/spec/v1
-oid sha256:9bf2d2a5404e63a6723acfbd8dacbf26ab21d6687ccb8dc5f94e67780989ffbc
-size 31973891
diff --git a/lerobot-blog/release-v0.5.0/unitree_bosswalk.JPG b/lerobot-blog/release-v0.5.0/unitree_bosswalk.JPG
deleted file mode 100644
index 08518e9e40eb9d1a2cc0471da9bfccad640080b4..0000000000000000000000000000000000000000
--- a/lerobot-blog/release-v0.5.0/unitree_bosswalk.JPG
+++ /dev/null
@@ -1,3 +0,0 @@
-version https://git-lfs.github.com/spec/v1
-oid sha256:54ff2627f137e361e33854cc5d48438740409ba852ced06a896dd0156a86fb94
-size 2112483
diff --git a/lerobot-blog/release-v0.5.0/visualizer.gif b/lerobot-blog/release-v0.5.0/visualizer.gif
deleted file mode 100644
index 5b4cee0a0a06d0220b64156963742b200b7a82cf..0000000000000000000000000000000000000000
--- a/lerobot-blog/release-v0.5.0/visualizer.gif
+++ /dev/null
@@ -1,3 +0,0 @@
-version https://git-lfs.github.com/spec/v1
-oid sha256:081546cd1afcd9e84ad74fe586c385bb03997e5b5333f30fe4ae8a15265ef835
-size 6374687
diff --git a/lerobot-sim/math-eq1.png b/lerobot-sim/math-eq1.png
deleted file mode 100644
index c189f41bd4f0e444fa315b1a3f95d09517773fff..0000000000000000000000000000000000000000
--- a/lerobot-sim/math-eq1.png
+++ /dev/null
@@ -1,3 +0,0 @@
-version https://git-lfs.github.com/spec/v1
-oid sha256:f344c10f25de73ec84ff2dd07cac46cca032d754e2ebd20f3728888b03df9f2c
-size 56100
diff --git a/lerobot-sim/math-eq2.png b/lerobot-sim/math-eq2.png
deleted file mode 100644
index 1161654638c9a6e1c6dd14681f5a3820324cc67c..0000000000000000000000000000000000000000
--- a/lerobot-sim/math-eq2.png
+++ /dev/null
@@ -1,3 +0,0 @@
-version https://git-lfs.github.com/spec/v1
-oid sha256:2d74e8f631701083d3300c1d275aea1e28ac568299310aac3a7ff1cc3144324d
-size 29150
diff --git a/lerobot-sim/math-eq3.png b/lerobot-sim/math-eq3.png
deleted file mode 100644
index e6f2a564fa9a4938a27c6b9c058440bbdfb6df8b..0000000000000000000000000000000000000000
--- a/lerobot-sim/math-eq3.png
+++ /dev/null
@@ -1,3 +0,0 @@
-version https://git-lfs.github.com/spec/v1
-oid sha256:379fa4f1eb44a7f9465df73b6f07ff23c268f8473dffb2aaf683db979d225c9e
-size 17364
diff --git a/lerobot-sim/math-eq4.png b/lerobot-sim/math-eq4.png
deleted file mode 100644
index 824cbead83de6db083654fe2d7cec8ed66a3c3a9..0000000000000000000000000000000000000000
--- a/lerobot-sim/math-eq4.png
+++ /dev/null
@@ -1,3 +0,0 @@
-version https://git-lfs.github.com/spec/v1
-oid sha256:f1d9f96b224c08506578897697ea49479304dec2a530e8203d70acc7534c8d3f
-size 17592
diff --git a/lerobot-sim/math-eq5.png b/lerobot-sim/math-eq5.png
deleted file mode 100644
index 27c764b30745b58cb5d1973d5d5ca2bef8079c6e..0000000000000000000000000000000000000000
--- a/lerobot-sim/math-eq5.png
+++ /dev/null
@@ -1,3 +0,0 @@
-version https://git-lfs.github.com/spec/v1
-oid sha256:b8313369ad613a4c0fc4140fcf84498f548901c46c0364616a010d4e6bbab096
-size 45812
diff --git a/lerobot-sim/math-eq6.png b/lerobot-sim/math-eq6.png
deleted file mode 100644
index 539ef69bb8943605671e0eb144ace1401515fe83..0000000000000000000000000000000000000000
--- a/lerobot-sim/math-eq6.png
+++ /dev/null
@@ -1,3 +0,0 @@
-version https://git-lfs.github.com/spec/v1
-oid sha256:a1aa8402482a95d78f09281a411f9880efc5a49624c9579564efa2858f1a2fff
-size 20480
diff --git a/lerobot-sim/math-eq7.png b/lerobot-sim/math-eq7.png
deleted file mode 100644
index 6409b1d792a78bdc997492099c3775f31026c678..0000000000000000000000000000000000000000
--- a/lerobot-sim/math-eq7.png
+++ /dev/null
@@ -1,3 +0,0 @@
-version https://git-lfs.github.com/spec/v1
-oid sha256:b112623fa65f160128c9387b7b42b781d2d949f8cc2966da4e35c6353c4fe15f
-size 29385
diff --git a/lerobot-sim/three-cams.png b/lerobot-sim/three-cams.png
deleted file mode 100644
index b118d6e4b96ac0ba0073867aa3b103512ede1169..0000000000000000000000000000000000000000
--- a/lerobot-sim/three-cams.png
+++ /dev/null
@@ -1,3 +0,0 @@
-version https://git-lfs.github.com/spec/v1
-oid sha256:df5f1594070d468b95833366c9ce4d95014d3f168c6a46296595199a5b5866f1
-size 988974
diff --git a/lerobot/1740517739083.jpeg b/lerobot/1740517739083.jpeg
deleted file mode 100644
index a56911b0b44c2c5d497e44c221d490f7828350f2..0000000000000000000000000000000000000000
--- a/lerobot/1740517739083.jpeg
+++ /dev/null
@@ -1,3 +0,0 @@
-version https://git-lfs.github.com/spec/v1
-oid sha256:ca35251bafc2357bdcf480835821f2e5ca23aa11bd6858e764bf638c52e5fe24
-size 25065
diff --git a/lerobot/Discord-Logo-Blurple.png b/lerobot/Discord-Logo-Blurple.png
deleted file mode 100644
index 369a8db84e3f9b3e4375f2706972e281e7f14f67..0000000000000000000000000000000000000000
--- a/lerobot/Discord-Logo-Blurple.png
+++ /dev/null
@@ -1,3 +0,0 @@
-version https://git-lfs.github.com/spec/v1
-oid sha256:5402ce4d7f01153a205ccb09689fb1a94b7880fd1fcffb9f1189d8d513d6474b
-size 49424
diff --git a/lerobot/Discord-Logo-White.png b/lerobot/Discord-Logo-White.png
deleted file mode 100644
index dcd90f22787f38b8dc79e0c5dc96f257d6cbb353..0000000000000000000000000000000000000000
--- a/lerobot/Discord-Logo-White.png
+++ /dev/null
@@ -1,3 +0,0 @@
-version https://git-lfs.github.com/spec/v1
-oid sha256:0012799ad61ac13c3ba1a594bf0b6499f8bac5aadee974749e43d74b6406b39f
-size 49081
diff --git a/lerobot/Earth_Rover_Mini_5_240c9adc-4f9e-44b7-982f-5d1dc24af1d8.png.webp b/lerobot/Earth_Rover_Mini_5_240c9adc-4f9e-44b7-982f-5d1dc24af1d8.png.webp
deleted file mode 100644
index 5ad8c7b02d84c7414416c85a8f8395fa6d75c364..0000000000000000000000000000000000000000
--- a/lerobot/Earth_Rover_Mini_5_240c9adc-4f9e-44b7-982f-5d1dc24af1d8.png.webp
+++ /dev/null
@@ -1,3 +0,0 @@
-version https://git-lfs.github.com/spec/v1
-oid sha256:6f03d0926c81be0cb346065066740f6a8ab588ddcc1a9f013bebcf9d1f79bb6d
-size 220206
diff --git a/lerobot/SO101_Follower.webp b/lerobot/SO101_Follower.webp
deleted file mode 100644
index 486f65bdb22b9adf6d651aa12d048ee0b1fa0a64..0000000000000000000000000000000000000000
--- a/lerobot/SO101_Follower.webp
+++ /dev/null
@@ -1,3 +0,0 @@
-version https://git-lfs.github.com/spec/v1
-oid sha256:855809851ecf2ac5a28b2f0050b4baca3adc5a18c5175908399f9c6a52dd6877
-size 133522
diff --git a/lerobot/SO101_Leader.webp b/lerobot/SO101_Leader.webp
deleted file mode 100644
index 29df0472c64769f9a464acaa4c73c23125affdec..0000000000000000000000000000000000000000
--- a/lerobot/SO101_Leader.webp
+++ /dev/null
@@ -1,3 +0,0 @@
-version https://git-lfs.github.com/spec/v1
-oid sha256:5f60d1c14a0d322d077c5a239bf9ee3599a1488e7234706eed35f6986366961b
-size 154650
diff --git a/lerobot/action_representations_umi.png b/lerobot/action_representations_umi.png
deleted file mode 100644
index 97b43dedf6ecd542b12cafe001d4bae232f0342d..0000000000000000000000000000000000000000
--- a/lerobot/action_representations_umi.png
+++ /dev/null
@@ -1,3 +0,0 @@
-version https://git-lfs.github.com/spec/v1
-oid sha256:8e580b5252c4d0254c3192b08f26309d6446550ccdde9d0c1b72ced6a3d4f853
-size 41202
diff --git a/lerobot/feetech-reset-offset.png b/lerobot/feetech-reset-offset.png
deleted file mode 100644
index f264ae767864a00559623c8620baf28d8198a358..0000000000000000000000000000000000000000
--- a/lerobot/feetech-reset-offset.png
+++ /dev/null
@@ -1,3 +0,0 @@
-version https://git-lfs.github.com/spec/v1
-oid sha256:7750cd67c912e7e6cdb049ad4cab11c8e8fbabe8b1dc18a726f9f723ba75bb66
-size 279654
diff --git a/lerobot/flow_matching.png b/lerobot/flow_matching.png
deleted file mode 100644
index d39914314a6fa0f1a99dc45a786f183ea744b728..0000000000000000000000000000000000000000
--- a/lerobot/flow_matching.png
+++ /dev/null
@@ -1,3 +0,0 @@
-version https://git-lfs.github.com/spec/v1
-oid sha256:59b149ed609dd4510f137848be85b8561afc4ca46b8d0a4b9e44ec7329abf552
-size 1346355
diff --git a/lerobot/lerobot-groot-paper1 (1).png b/lerobot/lerobot-groot-paper1 (1).png
deleted file mode 100644
index 2217b81cc7e4f7ea90c8b0414e9321479a5ebdb7..0000000000000000000000000000000000000000
--- a/lerobot/lerobot-groot-paper1 (1).png	
+++ /dev/null
@@ -1,3 +0,0 @@
-version https://git-lfs.github.com/spec/v1
-oid sha256:55100418f29d0bf5f29781dcd53987beb6088ed67cbbd50b4750a23147bc2ac6
-size 76813
diff --git a/lerobot/lerobot-groot.png b/lerobot/lerobot-groot.png
deleted file mode 100644
index ae39c40572f8ac942aaf5fae99a4164cf6af012c..0000000000000000000000000000000000000000
--- a/lerobot/lerobot-groot.png
+++ /dev/null
@@ -1,3 +0,0 @@
-version https://git-lfs.github.com/spec/v1
-oid sha256:0764f587adc51d9b206a1f8af7200e644f8a7c30ccf275922da1674616ddabbb
-size 48260
diff --git a/lerobot/lerobot-pi0 (1).png b/lerobot/lerobot-pi0 (1).png
deleted file mode 100644
index 4d156d390331910d2498e2cab6015a7ddf44b6cf..0000000000000000000000000000000000000000
--- a/lerobot/lerobot-pi0 (1).png	
+++ /dev/null
@@ -1,3 +0,0 @@
-version https://git-lfs.github.com/spec/v1
-oid sha256:31258163816ad01afaa6d61f2bf7798690791c6a1194632235c48c9c74e37cae
-size 242023
diff --git a/lerobot/lerobot-pi0fast (1).png b/lerobot/lerobot-pi0fast (1).png
deleted file mode 100644
index eff5aa6bca7585b3767b0de0bd624335890befc9..0000000000000000000000000000000000000000
--- a/lerobot/lerobot-pi0fast (1).png	
+++ /dev/null
@@ -1,3 +0,0 @@
-version https://git-lfs.github.com/spec/v1
-oid sha256:5f08e562a341f871c0597a22adc3a3c268ebe782e213a9c699d697b54bb00aad
-size 77255
diff --git a/lerobot/lerobot-pifast.png b/lerobot/lerobot-pifast.png
deleted file mode 100644
index 4604c850abf627adf3a1a8af765d1385f08daab3..0000000000000000000000000000000000000000
--- a/lerobot/lerobot-pifast.png
+++ /dev/null
@@ -1,3 +0,0 @@
-version https://git-lfs.github.com/spec/v1
-oid sha256:ec3a8add80e8f998722c0d1205d201c64c14c9e4a460c7051ffd1856558b608b
-size 256736
diff --git a/lerobot/lerobot-sarm.png b/lerobot/lerobot-sarm.png
deleted file mode 100644
index baddf447e80b68904919ddbee565d2ad8d2db66c..0000000000000000000000000000000000000000
--- a/lerobot/lerobot-sarm.png
+++ /dev/null
@@ -1,3 +0,0 @@
-version https://git-lfs.github.com/spec/v1
-oid sha256:97f4503bc3ee54d54179e498f44815355bc15f8eba43fef626f2ab78aca1ed7d
-size 182792
diff --git a/lerobot/level1.mp4 b/lerobot/level1.mp4
deleted file mode 100644
index 384e9d1d3315582b43b3159bccea11f6bb5970c4..0000000000000000000000000000000000000000
--- a/lerobot/level1.mp4
+++ /dev/null
@@ -1,3 +0,0 @@
-version https://git-lfs.github.com/spec/v1
-oid sha256:273e75a11e1d1e383c650c7159b7ccdeb675e3fe9dcf651340dac5221769ec63
-size 1353117789
diff --git a/lerobot/level2.mp4 b/lerobot/level2.mp4
deleted file mode 100644
index 4bd73c8b56842d051b2e8e13d6d4469ea6d20232..0000000000000000000000000000000000000000
--- a/lerobot/level2.mp4
+++ /dev/null
@@ -1,3 +0,0 @@
-version https://git-lfs.github.com/spec/v1
-oid sha256:2eb49ee60938ea4d9fa3e22be519799106384f8562964c9a2366e9b516190d33
-size 860160342
diff --git a/lerobot/robocasa-banner.webp b/lerobot/robocasa-banner.webp
deleted file mode 100644
index 49f3902adbeb16b13da7f616b17ab69eaaee8799..0000000000000000000000000000000000000000
--- a/lerobot/robocasa-banner.webp
+++ /dev/null
@@ -1,3 +0,0 @@
-version https://git-lfs.github.com/spec/v1
-oid sha256:19f4e3eb8087b6c9091922d9b4df24ceb165f5deed2f8357e93f2376266f3fae
-size 3435852
diff --git a/lerobot/so100-lerobot.jpg b/lerobot/so100-lerobot.jpg
deleted file mode 100644
index c0afed06b16d1fc2f2fb17f3642ae6d164c32a39..0000000000000000000000000000000000000000
--- a/lerobot/so100-lerobot.jpg
+++ /dev/null
@@ -1,3 +0,0 @@
-version https://git-lfs.github.com/spec/v1
-oid sha256:b2e94f4742bc0a6f82693f059352fd38024a9bc02201f08ad36a0b60edcea6ab
-size 447017
diff --git a/lerobot/subtask-asset.png b/lerobot/subtask-asset.png
deleted file mode 100644
index ecfe1a06fcb598929bcdc4a355f9fb22803c5c6f..0000000000000000000000000000000000000000
--- a/lerobot/subtask-asset.png
+++ /dev/null
@@ -1,3 +0,0 @@
-version https://git-lfs.github.com/spec/v1
-oid sha256:a3f18182d7bc0d8f066f4a32e4219cdd4aa8ce42816c17489f560d3e57d375eb
-size 73430
diff --git a/lerobot/unitree_thumbnail.jpg b/lerobot/unitree_thumbnail.jpg
deleted file mode 100644
index b4df5b728704f6a0073ca8f94e2faec00be0a76a..0000000000000000000000000000000000000000
--- a/lerobot/unitree_thumbnail.jpg
+++ /dev/null
@@ -1,3 +0,0 @@
-version https://git-lfs.github.com/spec/v1
-oid sha256:ec7fa876661c4cc728aa16a8dfc83152d2b1be824d3d8fcb8aafcc5b3e4001b7
-size 636058
diff --git a/lerobot/vlabench.png b/lerobot/vlabench.png
deleted file mode 100644
index 541a6171834deb526364df95359595cfd6293c8c..0000000000000000000000000000000000000000
--- a/lerobot/vlabench.png
+++ /dev/null
@@ -1,3 +0,0 @@
-version https://git-lfs.github.com/spec/v1
-oid sha256:ee9ecbc0a893f6847740fd43b7844eb0b23f55dbc64b1aa6729277d7537aa56c
-size 823042
diff --git a/lerobot/walloss-lerobot-paper.png b/lerobot/walloss-lerobot-paper.png
deleted file mode 100644
index b6b5031c694973ac6a2fd69f828cd79d29885072..0000000000000000000000000000000000000000
--- a/lerobot/walloss-lerobot-paper.png
+++ /dev/null
@@ -1,3 +0,0 @@
-version https://git-lfs.github.com/spec/v1
-oid sha256:f079a28cba87d4524cf37b8c5a8639be7644d71018123a591f619853cffefdb5
-size 472982
diff --git a/lerobot/walloss-lerobot.png b/lerobot/walloss-lerobot.png
deleted file mode 100644
index 0ce12d79aa968f75b6c7971156b43ef8d7a2d983..0000000000000000000000000000000000000000
--- a/lerobot/walloss-lerobot.png
+++ /dev/null
@@ -1,3 +0,0 @@
-version https://git-lfs.github.com/spec/v1
-oid sha256:3a82934ab879b2e08f5debbd5df0c6212a61e0368f1f583c75549a0929771556
-size 323568
diff --git a/lerobot/xvla-architecture.png b/lerobot/xvla-architecture.png
deleted file mode 100644
index ad8b22c2e397c178760db2f38e4b74b90496a6ae..0000000000000000000000000000000000000000
--- a/lerobot/xvla-architecture.png
+++ /dev/null
@@ -1,3 +0,0 @@
-version https://git-lfs.github.com/spec/v1
-oid sha256:b9fcb8f3a8f40631d66bddfab3564c3b1dbea732a15cc55e5c55b0a4d0bfa699
-size 1034655
diff --git a/lerobot/xvla-architecture2.png b/lerobot/xvla-architecture2.png
deleted file mode 100644
index 03de7252d6eb1c90bc29296ea35773610fb4a8f5..0000000000000000000000000000000000000000
--- a/lerobot/xvla-architecture2.png
+++ /dev/null
@@ -1,3 +0,0 @@
-version https://git-lfs.github.com/spec/v1
-oid sha256:287a9f0ddea48051c2719b60577b982a54c0c6204ed946f48bba444ff1c4fddf
-size 156580
diff --git a/lerobot/xvla-fold.png b/lerobot/xvla-fold.png
deleted file mode 100644
index de5d67cd17c19fbfb6721c954e2bd328d02231c3..0000000000000000000000000000000000000000
--- a/lerobot/xvla-fold.png
+++ /dev/null
@@ -1,3 +0,0 @@
-version https://git-lfs.github.com/spec/v1
-oid sha256:e3dd874ce5868ecc86794dda04ee16c886c11a0a5ef3cc07654e2d622e309668
-size 985074
diff --git a/lora_without_regret/1.png b/lora_without_regret/1.png
deleted file mode 100644
index 2243b83fa9bd4b1dffafed71de492eb353e0ff93..0000000000000000000000000000000000000000
--- a/lora_without_regret/1.png
+++ /dev/null
@@ -1,3 +0,0 @@
-version https://git-lfs.github.com/spec/v1
-oid sha256:0e41b7e3d081d131bbdca61e706c006f158a616b8b5e28bfc3f707565a84de3a
-size 275780
diff --git a/lora_without_regret/2.png b/lora_without_regret/2.png
deleted file mode 100644
index f448eed67eaa0fda5311613eff57a22ebd770f58..0000000000000000000000000000000000000000
--- a/lora_without_regret/2.png
+++ /dev/null
@@ -1,3 +0,0 @@
-version https://git-lfs.github.com/spec/v1
-oid sha256:4be63b60b1949b2bdc077312d596cae739d052a6b4be6dc87e0bb05f0e80e265
-size 245598
diff --git a/lora_without_regret/3.png b/lora_without_regret/3.png
deleted file mode 100644
index c34d23ecfa8f33d902d3a0ad4a91b5091fb651eb..0000000000000000000000000000000000000000
--- a/lora_without_regret/3.png
+++ /dev/null
@@ -1,3 +0,0 @@
-version https://git-lfs.github.com/spec/v1
-oid sha256:f71a22cf95b0bee3ec15d1470794cfd6dae2323187365f41587a70fa865fb218
-size 337956
diff --git a/lora_without_regret/4.png b/lora_without_regret/4.png
deleted file mode 100644
index f88f7e73c942996dc06fb249f5549c5043cd85a5..0000000000000000000000000000000000000000
--- a/lora_without_regret/4.png
+++ /dev/null
@@ -1,3 +0,0 @@
-version https://git-lfs.github.com/spec/v1
-oid sha256:59e5eddc94ec3b584cebfff49e8b9fe6f616f446fb75f859acdb1ada609f35d5
-size 107582
diff --git a/lora_without_regret/5.png b/lora_without_regret/5.png
deleted file mode 100644
index 8ae97d5e51531e9492cd1d109bc778ad12c3838d..0000000000000000000000000000000000000000
--- a/lora_without_regret/5.png
+++ /dev/null
@@ -1,3 +0,0 @@
-version https://git-lfs.github.com/spec/v1
-oid sha256:004d07a631c28d9c5b688b459beb411348717f43270a75929901367c48320605
-size 42357
diff --git a/lora_without_regret/6.png b/lora_without_regret/6.png
deleted file mode 100644
index 3907bde1be8f8313e8ddfe580b76deb98722c111..0000000000000000000000000000000000000000
--- a/lora_without_regret/6.png
+++ /dev/null
@@ -1,3 +0,0 @@
-version https://git-lfs.github.com/spec/v1
-oid sha256:140f9b57ef42b4a4ef335511dc9ed6750156b6353eb4137b6484012c3e049437
-size 19870
diff --git a/microsoft-azure/foundry/build-agents-with-smolagents/azure-ai-deployment.png b/microsoft-azure/azure-ai/build-agents-with-smolagents/azure-ai-deployment.png
similarity index 100%
rename from microsoft-azure/foundry/build-agents-with-smolagents/azure-ai-deployment.png
rename to microsoft-azure/azure-ai/build-agents-with-smolagents/azure-ai-deployment.png
diff --git a/microsoft-azure/foundry/build-agents-with-smolagents/azure-ai-endpoint.png b/microsoft-azure/azure-ai/build-agents-with-smolagents/azure-ai-endpoint.png
similarity index 100%
rename from microsoft-azure/foundry/build-agents-with-smolagents/azure-ai-endpoint.png
rename to microsoft-azure/azure-ai/build-agents-with-smolagents/azure-ai-endpoint.png
diff --git a/microsoft-azure/foundry/build-agents-with-smolagents/azure-ml-deployment.png b/microsoft-azure/azure-ai/build-agents-with-smolagents/azure-ml-deployment.png
similarity index 100%
rename from microsoft-azure/foundry/build-agents-with-smolagents/azure-ml-deployment.png
rename to microsoft-azure/azure-ai/build-agents-with-smolagents/azure-ml-deployment.png
diff --git a/microsoft-azure/foundry/build-agents-with-smolagents/azure-ml-endpoint.png b/microsoft-azure/azure-ai/build-agents-with-smolagents/azure-ml-endpoint.png
similarity index 100%
rename from microsoft-azure/foundry/build-agents-with-smolagents/azure-ml-endpoint.png
rename to microsoft-azure/azure-ai/build-agents-with-smolagents/azure-ml-endpoint.png
diff --git a/microsoft-azure/foundry/build-agents-with-smolagents/qwen2.5-coder-azure-ai.png b/microsoft-azure/azure-ai/build-agents-with-smolagents/qwen2.5-coder-azure-ai.png
similarity index 100%
rename from microsoft-azure/foundry/build-agents-with-smolagents/qwen2.5-coder-azure-ai.png
rename to microsoft-azure/azure-ai/build-agents-with-smolagents/qwen2.5-coder-azure-ai.png
diff --git a/microsoft-azure/foundry/build-agents-with-smolagents/qwen2.5-coder-azure-ml.png b/microsoft-azure/azure-ai/build-agents-with-smolagents/qwen2.5-coder-azure-ml.png
similarity index 100%
rename from microsoft-azure/foundry/build-agents-with-smolagents/qwen2.5-coder-azure-ml.png
rename to microsoft-azure/azure-ai/build-agents-with-smolagents/qwen2.5-coder-azure-ml.png
diff --git a/microsoft-azure/foundry/build-agents-with-smolagents/qwen2.5-coder-hub.png b/microsoft-azure/azure-ai/build-agents-with-smolagents/qwen2.5-coder-hub.png
similarity index 100%
rename from microsoft-azure/foundry/build-agents-with-smolagents/qwen2.5-coder-hub.png
rename to microsoft-azure/azure-ai/build-agents-with-smolagents/qwen2.5-coder-hub.png
diff --git a/microsoft-azure/foundry/deploy-large-language-models/azure-ai-deployment.png b/microsoft-azure/azure-ai/deploy-large-language-models/azure-ai-deployment.png
similarity index 100%
rename from microsoft-azure/foundry/deploy-large-language-models/azure-ai-deployment.png
rename to microsoft-azure/azure-ai/deploy-large-language-models/azure-ai-deployment.png
diff --git a/microsoft-azure/foundry/deploy-large-language-models/azure-ai-endpoint.png b/microsoft-azure/azure-ai/deploy-large-language-models/azure-ai-endpoint.png
similarity index 100%
rename from microsoft-azure/foundry/deploy-large-language-models/azure-ai-endpoint.png
rename to microsoft-azure/azure-ai/deploy-large-language-models/azure-ai-endpoint.png
diff --git a/microsoft-azure/foundry/deploy-large-language-models/azure-ml-deployment.png b/microsoft-azure/azure-ai/deploy-large-language-models/azure-ml-deployment.png
similarity index 100%
rename from microsoft-azure/foundry/deploy-large-language-models/azure-ml-deployment.png
rename to microsoft-azure/azure-ai/deploy-large-language-models/azure-ml-deployment.png
diff --git a/microsoft-azure/foundry/deploy-large-language-models/azure-ml-endpoint.png b/microsoft-azure/azure-ai/deploy-large-language-models/azure-ml-endpoint.png
similarity index 100%
rename from microsoft-azure/foundry/deploy-large-language-models/azure-ml-endpoint.png
rename to microsoft-azure/azure-ai/deploy-large-language-models/azure-ml-endpoint.png
diff --git a/microsoft-azure/foundry/deploy-large-language-models/azure-ml-gradio.png b/microsoft-azure/azure-ai/deploy-large-language-models/azure-ml-gradio.png
similarity index 100%
rename from microsoft-azure/foundry/deploy-large-language-models/azure-ml-gradio.png
rename to microsoft-azure/azure-ai/deploy-large-language-models/azure-ml-gradio.png
diff --git a/microsoft-azure/foundry/deploy-large-language-models/qwen2.5-azure-ai-foundry.png b/microsoft-azure/azure-ai/deploy-large-language-models/qwen2.5-azure-ai-foundry.png
similarity index 100%
rename from microsoft-azure/foundry/deploy-large-language-models/qwen2.5-azure-ai-foundry.png
rename to microsoft-azure/azure-ai/deploy-large-language-models/qwen2.5-azure-ai-foundry.png
diff --git a/microsoft-azure/foundry/deploy-large-language-models/qwen2.5-azure-ml.png b/microsoft-azure/azure-ai/deploy-large-language-models/qwen2.5-azure-ml.png
similarity index 100%
rename from microsoft-azure/foundry/deploy-large-language-models/qwen2.5-azure-ml.png
rename to microsoft-azure/azure-ai/deploy-large-language-models/qwen2.5-azure-ml.png
diff --git a/microsoft-azure/foundry/deploy-large-language-models/qwen2.5-hub.png b/microsoft-azure/azure-ai/deploy-large-language-models/qwen2.5-hub.png
similarity index 100%
rename from microsoft-azure/foundry/deploy-large-language-models/qwen2.5-hub.png
rename to microsoft-azure/azure-ai/deploy-large-language-models/qwen2.5-hub.png
diff --git a/microsoft-azure/foundry/deploy-nvidia-parakeet-asr/azure-ai-deployment.png b/microsoft-azure/azure-ai/deploy-nvidia-parakeet-asr/azure-ai-deployment.png
similarity index 100%
rename from microsoft-azure/foundry/deploy-nvidia-parakeet-asr/azure-ai-deployment.png
rename to microsoft-azure/azure-ai/deploy-nvidia-parakeet-asr/azure-ai-deployment.png
diff --git a/microsoft-azure/foundry/deploy-nvidia-parakeet-asr/azure-ai-endpoint.png b/microsoft-azure/azure-ai/deploy-nvidia-parakeet-asr/azure-ai-endpoint.png
similarity index 100%
rename from microsoft-azure/foundry/deploy-nvidia-parakeet-asr/azure-ai-endpoint.png
rename to microsoft-azure/azure-ai/deploy-nvidia-parakeet-asr/azure-ai-endpoint.png
diff --git a/microsoft-azure/foundry/deploy-nvidia-parakeet-asr/azure-ml-deployment.png b/microsoft-azure/azure-ai/deploy-nvidia-parakeet-asr/azure-ml-deployment.png
similarity index 100%
rename from microsoft-azure/foundry/deploy-nvidia-parakeet-asr/azure-ml-deployment.png
rename to microsoft-azure/azure-ai/deploy-nvidia-parakeet-asr/azure-ml-deployment.png
diff --git a/microsoft-azure/foundry/deploy-nvidia-parakeet-asr/azure-ml-endpoint.png b/microsoft-azure/azure-ai/deploy-nvidia-parakeet-asr/azure-ml-endpoint.png
similarity index 100%
rename from microsoft-azure/foundry/deploy-nvidia-parakeet-asr/azure-ml-endpoint.png
rename to microsoft-azure/azure-ai/deploy-nvidia-parakeet-asr/azure-ml-endpoint.png
diff --git a/microsoft-azure/foundry/deploy-nvidia-parakeet-asr/azure-ml-gradio.png b/microsoft-azure/azure-ai/deploy-nvidia-parakeet-asr/azure-ml-gradio.png
similarity index 100%
rename from microsoft-azure/foundry/deploy-nvidia-parakeet-asr/azure-ml-gradio.png
rename to microsoft-azure/azure-ai/deploy-nvidia-parakeet-asr/azure-ml-gradio.png
diff --git a/microsoft-azure/foundry/deploy-nvidia-parakeet-asr/nvidia-parakeet-azure-ai.png b/microsoft-azure/azure-ai/deploy-nvidia-parakeet-asr/nvidia-parakeet-azure-ai.png
similarity index 100%
rename from microsoft-azure/foundry/deploy-nvidia-parakeet-asr/nvidia-parakeet-azure-ai.png
rename to microsoft-azure/azure-ai/deploy-nvidia-parakeet-asr/nvidia-parakeet-azure-ai.png
diff --git a/microsoft-azure/foundry/deploy-nvidia-parakeet-asr/nvidia-parakeet-azure-ml.png b/microsoft-azure/azure-ai/deploy-nvidia-parakeet-asr/nvidia-parakeet-azure-ml.png
similarity index 100%
rename from microsoft-azure/foundry/deploy-nvidia-parakeet-asr/nvidia-parakeet-azure-ml.png
rename to microsoft-azure/azure-ai/deploy-nvidia-parakeet-asr/nvidia-parakeet-azure-ml.png
diff --git a/microsoft-azure/foundry/deploy-nvidia-parakeet-asr/nvidia-parakeet-hub.png b/microsoft-azure/azure-ai/deploy-nvidia-parakeet-asr/nvidia-parakeet-hub.png
similarity index 100%
rename from microsoft-azure/foundry/deploy-nvidia-parakeet-asr/nvidia-parakeet-hub.png
rename to microsoft-azure/azure-ai/deploy-nvidia-parakeet-asr/nvidia-parakeet-hub.png
diff --git a/microsoft-azure/foundry/deploy-smollm3/azure-ai-deployment.png b/microsoft-azure/azure-ai/deploy-smollm3/azure-ai-deployment.png
similarity index 100%
rename from microsoft-azure/foundry/deploy-smollm3/azure-ai-deployment.png
rename to microsoft-azure/azure-ai/deploy-smollm3/azure-ai-deployment.png
diff --git a/microsoft-azure/foundry/deploy-smollm3/azure-ai-endpoint.png b/microsoft-azure/azure-ai/deploy-smollm3/azure-ai-endpoint.png
similarity index 100%
rename from microsoft-azure/foundry/deploy-smollm3/azure-ai-endpoint.png
rename to microsoft-azure/azure-ai/deploy-smollm3/azure-ai-endpoint.png
diff --git a/microsoft-azure/foundry/deploy-smollm3/smollm3-azure-ai.png b/microsoft-azure/azure-ai/deploy-smollm3/smollm3-azure-ai.png
similarity index 100%
rename from microsoft-azure/foundry/deploy-smollm3/smollm3-azure-ai.png
rename to microsoft-azure/azure-ai/deploy-smollm3/smollm3-azure-ai.png
diff --git a/microsoft-azure/foundry/deploy-smollm3/smollm3-hub.png b/microsoft-azure/azure-ai/deploy-smollm3/smollm3-hub.png
similarity index 100%
rename from microsoft-azure/foundry/deploy-smollm3/smollm3-hub.png
rename to microsoft-azure/azure-ai/deploy-smollm3/smollm3-hub.png
diff --git a/microsoft-azure/foundry/deploy-vision-language-models/azure-ai-deployment.png b/microsoft-azure/azure-ai/deploy-vision-language-models/azure-ai-deployment.png
similarity index 100%
rename from microsoft-azure/foundry/deploy-vision-language-models/azure-ai-deployment.png
rename to microsoft-azure/azure-ai/deploy-vision-language-models/azure-ai-deployment.png
diff --git a/microsoft-azure/foundry/deploy-vision-language-models/azure-ai-endpoint.png b/microsoft-azure/azure-ai/deploy-vision-language-models/azure-ai-endpoint.png
similarity index 100%
rename from microsoft-azure/foundry/deploy-vision-language-models/azure-ai-endpoint.png
rename to microsoft-azure/azure-ai/deploy-vision-language-models/azure-ai-endpoint.png
diff --git a/microsoft-azure/foundry/deploy-vision-language-models/azure-ml-deployment.png b/microsoft-azure/azure-ai/deploy-vision-language-models/azure-ml-deployment.png
similarity index 100%
rename from microsoft-azure/foundry/deploy-vision-language-models/azure-ml-deployment.png
rename to microsoft-azure/azure-ai/deploy-vision-language-models/azure-ml-deployment.png
diff --git a/microsoft-azure/foundry/deploy-vision-language-models/azure-ml-endpoint.png b/microsoft-azure/azure-ai/deploy-vision-language-models/azure-ml-endpoint.png
similarity index 100%
rename from microsoft-azure/foundry/deploy-vision-language-models/azure-ml-endpoint.png
rename to microsoft-azure/azure-ai/deploy-vision-language-models/azure-ml-endpoint.png
diff --git a/microsoft-azure/foundry/deploy-vision-language-models/azure-ml-gradio.png b/microsoft-azure/azure-ai/deploy-vision-language-models/azure-ml-gradio.png
similarity index 100%
rename from microsoft-azure/foundry/deploy-vision-language-models/azure-ml-gradio.png
rename to microsoft-azure/azure-ai/deploy-vision-language-models/azure-ml-gradio.png
diff --git a/microsoft-azure/foundry/deploy-vision-language-models/qwen2.5-vl-azure-ai.png b/microsoft-azure/azure-ai/deploy-vision-language-models/qwen2.5-vl-azure-ai.png
similarity index 100%
rename from microsoft-azure/foundry/deploy-vision-language-models/qwen2.5-vl-azure-ai.png
rename to microsoft-azure/azure-ai/deploy-vision-language-models/qwen2.5-vl-azure-ai.png
diff --git a/microsoft-azure/foundry/deploy-vision-language-models/qwen2.5-vl-azure-ml.png b/microsoft-azure/azure-ai/deploy-vision-language-models/qwen2.5-vl-azure-ml.png
similarity index 100%
rename from microsoft-azure/foundry/deploy-vision-language-models/qwen2.5-vl-azure-ml.png
rename to microsoft-azure/azure-ai/deploy-vision-language-models/qwen2.5-vl-azure-ml.png
diff --git a/microsoft-azure/foundry/deploy-vision-language-models/qwen2.5-vl-hub.png b/microsoft-azure/azure-ai/deploy-vision-language-models/qwen2.5-vl-hub.png
similarity index 100%
rename from microsoft-azure/foundry/deploy-vision-language-models/qwen2.5-vl-hub.png
rename to microsoft-azure/azure-ai/deploy-vision-language-models/qwen2.5-vl-hub.png
diff --git a/microsoft-azure/foundry/deploy-meta-sam3/azureml-connection.png b/microsoft-azure/foundry/deploy-meta-sam3/azureml-connection.png
deleted file mode 100644
index ea33b646bd245aa886a71ccbd8e0bb4fbd0bedc9..0000000000000000000000000000000000000000
--- a/microsoft-azure/foundry/deploy-meta-sam3/azureml-connection.png
+++ /dev/null
@@ -1,3 +0,0 @@
-version https://git-lfs.github.com/spec/v1
-oid sha256:0209b572401823c0504807b559fa05b933df9d9e1a41293aa6e286f6cd622a56
-size 382559
diff --git a/microsoft-azure/foundry/deploy-meta-sam3/cat-masks-only.png b/microsoft-azure/foundry/deploy-meta-sam3/cat-masks-only.png
deleted file mode 100644
index 8ac6d593b31d3670605d3cde8055829cccdf3eb1..0000000000000000000000000000000000000000
--- a/microsoft-azure/foundry/deploy-meta-sam3/cat-masks-only.png
+++ /dev/null
@@ -1,3 +0,0 @@
-version https://git-lfs.github.com/spec/v1
-oid sha256:e1d6cf9b5c3227353b664567542e12bda39d509a71f48a2a4f1f1febc738f9cb
-size 114431
diff --git a/microsoft-azure/foundry/deploy-meta-sam3/cat-with-masks.png b/microsoft-azure/foundry/deploy-meta-sam3/cat-with-masks.png
deleted file mode 100644
index d210101d7191339cce3180c46fd39b101fb7b18f..0000000000000000000000000000000000000000
--- a/microsoft-azure/foundry/deploy-meta-sam3/cat-with-masks.png
+++ /dev/null
@@ -1,3 +0,0 @@
-version https://git-lfs.github.com/spec/v1
-oid sha256:a2ae5cfbf443ac7cc4f1fda8453b69ca45f5059f4a5980693be2a237f32797ca
-size 2118367
diff --git a/microsoft-azure/foundry/deploy-meta-sam3/sam3-gating-approved.png b/microsoft-azure/foundry/deploy-meta-sam3/sam3-gating-approved.png
deleted file mode 100644
index ea2143163374f3c2e635bff668eb127d15b76635..0000000000000000000000000000000000000000
--- a/microsoft-azure/foundry/deploy-meta-sam3/sam3-gating-approved.png
+++ /dev/null
@@ -1,3 +0,0 @@
-version https://git-lfs.github.com/spec/v1
-oid sha256:5e23a81b294cff3852a7343aa1ced24c9f3875462cc7cfb5b4d2242bb92c3878
-size 448266
diff --git a/microsoft-azure/foundry/deploy-meta-sam3/sam3-gating.png b/microsoft-azure/foundry/deploy-meta-sam3/sam3-gating.png
deleted file mode 100644
index 698421f3527a7acbd3f11059dfe84753a9dba512..0000000000000000000000000000000000000000
--- a/microsoft-azure/foundry/deploy-meta-sam3/sam3-gating.png
+++ /dev/null
@@ -1,3 +0,0 @@
-version https://git-lfs.github.com/spec/v1
-oid sha256:7db7240a0bf7d31fdb8555b166d879406660b99728a796e2abf2d7f4acd9e623
-size 291071
diff --git a/microsoft-azure/foundry/deploy-meta-sam3/sam3-microsoft-foundry.png b/microsoft-azure/foundry/deploy-meta-sam3/sam3-microsoft-foundry.png
deleted file mode 100644
index 53e36f430c271fd62c0fbc02f3fdf3d7c28ae704..0000000000000000000000000000000000000000
--- a/microsoft-azure/foundry/deploy-meta-sam3/sam3-microsoft-foundry.png
+++ /dev/null
@@ -1,3 +0,0 @@
-version https://git-lfs.github.com/spec/v1
-oid sha256:a9d626ae079a7397e0d41e61ada6833b99edccac5fb99d5ebc1f22f677d87abf
-size 246965
diff --git a/microsoft-azure/foundry/deploy-nemotron-3-nano-omni/azure-ai-deployment.png b/microsoft-azure/foundry/deploy-nemotron-3-nano-omni/azure-ai-deployment.png
deleted file mode 100644
index ab985d58398aa1a318cf08ff39c377bcdea7726e..0000000000000000000000000000000000000000
--- a/microsoft-azure/foundry/deploy-nemotron-3-nano-omni/azure-ai-deployment.png
+++ /dev/null
@@ -1,3 +0,0 @@
-version https://git-lfs.github.com/spec/v1
-oid sha256:72a081d8a0d72f51c259b7af97d6fbe0c5e331450c2878c8a0d2a8bbc8618eb3
-size 450250
diff --git a/microsoft-azure/foundry/deploy-nemotron-3-nano-omni/el-comidista-recipe.png b/microsoft-azure/foundry/deploy-nemotron-3-nano-omni/el-comidista-recipe.png
deleted file mode 100644
index 343a2cbbb954afa3cea6945f66618f541864c4a3..0000000000000000000000000000000000000000
--- a/microsoft-azure/foundry/deploy-nemotron-3-nano-omni/el-comidista-recipe.png
+++ /dev/null
@@ -1,3 +0,0 @@
-version https://git-lfs.github.com/spec/v1
-oid sha256:5aed7082bdaa460ab6af87e7eb1e5bd81b2ac1799d4567f6ee7d7d7e0480265e
-size 1979303
diff --git a/microsoft-azure/foundry/deploy-nemotron-3-nano-omni/guernica.png b/microsoft-azure/foundry/deploy-nemotron-3-nano-omni/guernica.png
deleted file mode 100644
index 65bac0803fe099cf0281acd2d8032e34dc980523..0000000000000000000000000000000000000000
--- a/microsoft-azure/foundry/deploy-nemotron-3-nano-omni/guernica.png
+++ /dev/null
@@ -1,3 +0,0 @@
-version https://git-lfs.github.com/spec/v1
-oid sha256:01e81c4305c8ad24ce0cb4b2f23d96dca03d96eb345286a6cc6beaae66da7d61
-size 845623
diff --git a/microsoft-azure/foundry/deploy-nemotron-3-nano-omni/nemotron-3-nano-omni-benchmarks.png b/microsoft-azure/foundry/deploy-nemotron-3-nano-omni/nemotron-3-nano-omni-benchmarks.png
deleted file mode 100644
index f0c87a4ca9878467bb2c11310d1e956b190deebc..0000000000000000000000000000000000000000
--- a/microsoft-azure/foundry/deploy-nemotron-3-nano-omni/nemotron-3-nano-omni-benchmarks.png
+++ /dev/null
@@ -1,3 +0,0 @@
-version https://git-lfs.github.com/spec/v1
-oid sha256:7009e71c4c6f9cab1c0a0801c5900fb0738ce2161b90f00f20a8a1439f89c9a4
-size 13660
diff --git a/microsoft-azure/foundry/deploy-nemotron-3-nano-omni/nemotron-3-nano-omni-microsoft-foundry.png b/microsoft-azure/foundry/deploy-nemotron-3-nano-omni/nemotron-3-nano-omni-microsoft-foundry.png
deleted file mode 100644
index 9b5c9c840d921e76fe37c3e84703171faebdf17d..0000000000000000000000000000000000000000
--- a/microsoft-azure/foundry/deploy-nemotron-3-nano-omni/nemotron-3-nano-omni-microsoft-foundry.png
+++ /dev/null
@@ -1,3 +0,0 @@
-version https://git-lfs.github.com/spec/v1
-oid sha256:317b19b82aae5d394be22ed1e8c8f4c8ce6736a4233f354457369761596b10fc
-size 2818036
diff --git a/microsoft-azure/foundry/deploy-nemotron-3-nano-omni/nemotron-3-nano-omni-workflow.png b/microsoft-azure/foundry/deploy-nemotron-3-nano-omni/nemotron-3-nano-omni-workflow.png
deleted file mode 100644
index 2c4b6639daf01244c5379189df61bf8f9a018d90..0000000000000000000000000000000000000000
--- a/microsoft-azure/foundry/deploy-nemotron-3-nano-omni/nemotron-3-nano-omni-workflow.png
+++ /dev/null
@@ -1,3 +0,0 @@
-version https://git-lfs.github.com/spec/v1
-oid sha256:a77c6674cf9c2ae0b20a0a45a57e3085873e61f0ed406943c92fc0df7ab6df21
-size 80110
diff --git a/microsoft-azure/foundry/deploy-vibevoice-asr/azure-ai-deployment.png b/microsoft-azure/foundry/deploy-vibevoice-asr/azure-ai-deployment.png
deleted file mode 100644
index 5b62048fbadb5b5e0ec06363790d425616503d4f..0000000000000000000000000000000000000000
--- a/microsoft-azure/foundry/deploy-vibevoice-asr/azure-ai-deployment.png
+++ /dev/null
@@ -1,3 +0,0 @@
-version https://git-lfs.github.com/spec/v1
-oid sha256:92a34b853f16f598e4beeaaf41928d31c09e6d1222f8e4ed1f1d7c5eddbb2cbf
-size 211372
diff --git a/microsoft-azure/foundry/deploy-vibevoice-asr/thumbnail.png b/microsoft-azure/foundry/deploy-vibevoice-asr/thumbnail.png
deleted file mode 100644
index 1f07532d455b319854e2e4cb54f83da80c214611..0000000000000000000000000000000000000000
--- a/microsoft-azure/foundry/deploy-vibevoice-asr/thumbnail.png
+++ /dev/null
@@ -1,3 +0,0 @@
-version https://git-lfs.github.com/spec/v1
-oid sha256:00c1681383429b21eabe702248b07f4c7d330dd8aff05680865150e838324210
-size 356987
diff --git a/microsoft-azure/machine-learning/tool-calling-agent-fine-tuning/azure-machine-learning-experiment.png b/microsoft-azure/machine-learning/tool-calling-agent-fine-tuning/azure-machine-learning-experiment.png
deleted file mode 100644
index ac584b2c83490bc9bfc12219fe2e8e0af49d1946..0000000000000000000000000000000000000000
--- a/microsoft-azure/machine-learning/tool-calling-agent-fine-tuning/azure-machine-learning-experiment.png
+++ /dev/null
@@ -1,3 +0,0 @@
-version https://git-lfs.github.com/spec/v1
-oid sha256:de9b43f6539be6091fe4ae2b7afae8fa9d18746076c6cf768654fda1dc14d573
-size 75846
diff --git a/microsoft-azure/machine-learning/tool-calling-agent-fine-tuning/azure-machine-learning-job.png b/microsoft-azure/machine-learning/tool-calling-agent-fine-tuning/azure-machine-learning-job.png
deleted file mode 100644
index 325ef38f1044ec4dc50a5b23f8a71adedbebb6b8..0000000000000000000000000000000000000000
--- a/microsoft-azure/machine-learning/tool-calling-agent-fine-tuning/azure-machine-learning-job.png
+++ /dev/null
@@ -1,3 +0,0 @@
-version https://git-lfs.github.com/spec/v1
-oid sha256:e8369aa2679ae4bbfc9c2e78a7e58e0cd99b4284317633f6ca12d1f8db103bf1
-size 216286
diff --git a/microsoft-azure/machine-learning/tool-calling-agent-fine-tuning/azure-machine-learning-logs.png b/microsoft-azure/machine-learning/tool-calling-agent-fine-tuning/azure-machine-learning-logs.png
deleted file mode 100644
index 711aeca65bdb5f6dc7380f3f4a27f63fff5ad617..0000000000000000000000000000000000000000
--- a/microsoft-azure/machine-learning/tool-calling-agent-fine-tuning/azure-machine-learning-logs.png
+++ /dev/null
@@ -1,3 +0,0 @@
-version https://git-lfs.github.com/spec/v1
-oid sha256:dd108dbca138c3fc629f810be16b5a31711325f0904d4b5ba00b5a59f2c31989
-size 421103
diff --git a/microsoft-azure/machine-learning/tool-calling-agent-fine-tuning/thumbnail.png b/microsoft-azure/machine-learning/tool-calling-agent-fine-tuning/thumbnail.png
deleted file mode 100644
index 9c7cd44b0e97876e9f28308360923fcd74b080e1..0000000000000000000000000000000000000000
--- a/microsoft-azure/machine-learning/tool-calling-agent-fine-tuning/thumbnail.png
+++ /dev/null
@@ -1,3 +0,0 @@
-version https://git-lfs.github.com/spec/v1
-oid sha256:9ad19aa9faee5d38f62f91231b602aba2ab5a2ad9f8cbacdce4a85d91d9600d1
-size 3332780
diff --git a/model.png b/model.png
deleted file mode 100644
index 58b82fa3861516d7e579b72baf2272bedded0a8d..0000000000000000000000000000000000000000
--- a/model.png
+++ /dev/null
@@ -1,3 +0,0 @@
-version https://git-lfs.github.com/spec/v1
-oid sha256:6e908a0cd54fbf445723fadd72d5b79aa294edf14e7cdafa7996332648d70f21
-size 34962
diff --git a/pro-landing-page/dark-mode-spaces-demo.mp4 b/pro-landing-page/dark-mode-spaces-demo.mp4
deleted file mode 100644
index ca9c80f0f1bec0896a75247b7a25dba494253763..0000000000000000000000000000000000000000
--- a/pro-landing-page/dark-mode-spaces-demo.mp4
+++ /dev/null
@@ -1,3 +0,0 @@
-version https://git-lfs.github.com/spec/v1
-oid sha256:fd117fa83f3ed10dcc6ac82910581862df6651ac7612040478762f8d7f7ad83b
-size 9535546
diff --git a/pro-landing-page/dark-placeholder.png b/pro-landing-page/dark-placeholder.png
deleted file mode 100644
index f20b0f6e088f57589054f0e314f0f3ff1a1c6034..0000000000000000000000000000000000000000
--- a/pro-landing-page/dark-placeholder.png
+++ /dev/null
@@ -1,3 +0,0 @@
-version https://git-lfs.github.com/spec/v1
-oid sha256:4e409c8b85f4e57b38994bf468a6a06ec0b416bec9f3fe19ab9ca929528a6083
-size 2994871
diff --git a/pro-landing-page/light-mode-spaces-demo.mp4 b/pro-landing-page/light-mode-spaces-demo.mp4
deleted file mode 100644
index 7252247e8e81c404845ee7392bc74110c7fbd987..0000000000000000000000000000000000000000
--- a/pro-landing-page/light-mode-spaces-demo.mp4
+++ /dev/null
@@ -1,3 +0,0 @@
-version https://git-lfs.github.com/spec/v1
-oid sha256:afe8c9cb0c3db1e686b804a1ef5b7b3244749bf2a2fd180a0fba91210f85dd6a
-size 9521891
diff --git a/pro-landing-page/light-placeholder.png b/pro-landing-page/light-placeholder.png
deleted file mode 100644
index 249eb3340711febe217009abab524e936a3635ad..0000000000000000000000000000000000000000
--- a/pro-landing-page/light-placeholder.png
+++ /dev/null
@@ -1,3 +0,0 @@
-version https://git-lfs.github.com/spec/v1
-oid sha256:6115421119d7c5ac29e4ef996e7fdb90d726ebf486f6c0807e92da28b4a8e8b4
-size 3098756
diff --git a/provider-comparison-table-dark.png b/provider-comparison-table-dark.png
deleted file mode 100644
index 6ca2740d5f3bb2aceb6ab6216828194bda445522..0000000000000000000000000000000000000000
--- a/provider-comparison-table-dark.png
+++ /dev/null
@@ -1,3 +0,0 @@
-version https://git-lfs.github.com/spec/v1
-oid sha256:d82c1db4ad67e3b8078bdae8538a42101bcad33778f09354cd0dbfcb0c62ba49
-size 544271
diff --git a/provider-comparison-table.png b/provider-comparison-table.png
deleted file mode 100644
index d139635764814c3db6b9f4c4fcb939112824fed0..0000000000000000000000000000000000000000
--- a/provider-comparison-table.png
+++ /dev/null
@@ -1,3 +0,0 @@
-version https://git-lfs.github.com/spec/v1
-oid sha256:c92fca5690b84748eab927d64d1c7fb903a58fa9ab3a033eead5d56957dd1c5f
-size 498509
diff --git a/rmsnorm_ltx_video.png b/rmsnorm_ltx_video.png
deleted file mode 100644
index 1d0fee955de8bc153b6c68f0cd6c209d56ebcda6..0000000000000000000000000000000000000000
--- a/rmsnorm_ltx_video.png
+++ /dev/null
@@ -1,3 +0,0 @@
-version https://git-lfs.github.com/spec/v1
-oid sha256:6ad98c44fec3e81ebfc65e578c7d9ca415e40ee5002705a5b738700910e331e0
-size 70666
diff --git a/rmsnorm_qwen3.png b/rmsnorm_qwen3.png
deleted file mode 100644
index e0fe6f8e85ae9794287600419f34c01f8a8f38fb..0000000000000000000000000000000000000000
--- a/rmsnorm_qwen3.png
+++ /dev/null
@@ -1,3 +0,0 @@
-version https://git-lfs.github.com/spec/v1
-oid sha256:7cb6d2ae92d49e2da9c4648734f2b5ccb9c660b7dd6b446828f749c31a39e596
-size 85708
diff --git a/robotics-course/classical-vs-robot-learning.png b/robotics-course/classical-vs-robot-learning.png
deleted file mode 100644
index 57eac8cfe5f1b30fe30570c7a2cf79bece5745af..0000000000000000000000000000000000000000
--- a/robotics-course/classical-vs-robot-learning.png
+++ /dev/null
@@ -1,3 +0,0 @@
-version https://git-lfs.github.com/spec/v1
-oid sha256:02e51b1ed13e225182063fbd91afc871798b2c7f2342197844fd62427a14e118
-size 5896855
diff --git a/robotics-course/item-from-dataset.png b/robotics-course/item-from-dataset.png
deleted file mode 100644
index b5d778d92085823dd7cd34b36135978024b8305c..0000000000000000000000000000000000000000
--- a/robotics-course/item-from-dataset.png
+++ /dev/null
@@ -1,3 +0,0 @@
-version https://git-lfs.github.com/spec/v1
-oid sha256:3bc1f8dcf155d4397803b7074ed1d37040018b09bae9db2f70082dd57529669f
-size 598074
diff --git a/sagemaker/assemble-aws.png b/sagemaker/assemble-aws.png
deleted file mode 100644
index aafef646eab755af794861b9abbf7487fced2db6..0000000000000000000000000000000000000000
--- a/sagemaker/assemble-aws.png
+++ /dev/null
@@ -1,3 +0,0 @@
-version https://git-lfs.github.com/spec/v1
-oid sha256:b46c909d4c66c2fa0468aee01e85f309ad37f9c53dafb6d0c84effdf8e96b3dc
-size 3994992
diff --git a/sagemaker/describe-aws.png b/sagemaker/describe-aws.png
deleted file mode 100644
index 0fe96d104b0603fba7aa40fe8ee1d319731421d9..0000000000000000000000000000000000000000
--- a/sagemaker/describe-aws.png
+++ /dev/null
@@ -1,3 +0,0 @@
-version https://git-lfs.github.com/spec/v1
-oid sha256:a5ee3b7971be6500280090c696c399fc653d466a3c247577c997d85a8ee84095
-size 1561790
diff --git a/sagemaker/extract-aws.png b/sagemaker/extract-aws.png
deleted file mode 100644
index eeff857eb849d4c76d66441c82a5bc8c84d505bf..0000000000000000000000000000000000000000
--- a/sagemaker/extract-aws.png
+++ /dev/null
@@ -1,3 +0,0 @@
-version https://git-lfs.github.com/spec/v1
-oid sha256:3dbcaf790e4ca1a795f3dd6b2a8386181fe2be7457886ff9972969e9018fa68a
-size 3112172
diff --git a/sagemaker/mcp-settings.png b/sagemaker/mcp-settings.png
deleted file mode 100644
index 0c04ccc127eef5ad26a704b6450e40f332c84ab2..0000000000000000000000000000000000000000
--- a/sagemaker/mcp-settings.png
+++ /dev/null
@@ -1,3 +0,0 @@
-version https://git-lfs.github.com/spec/v1
-oid sha256:35876dc8d98a7593baed85109609a1d550d1fae32fac884a84b8808bfeff5aba
-size 155661
diff --git a/smol2operator/google.png b/smol2operator/google.png
deleted file mode 100644
index bb76b5eac7f8db1398875c7328b1523f8d188acb..0000000000000000000000000000000000000000
--- a/smol2operator/google.png
+++ /dev/null
@@ -1,3 +0,0 @@
-version https://git-lfs.github.com/spec/v1
-oid sha256:6ce444841a61bc11b7756e704f81d6229e616909a012c1e19795372c920ae161
-size 117469
diff --git a/smol2operator/screenspot-v2.png b/smol2operator/screenspot-v2.png
deleted file mode 100644
index dbedd4d5c7f4b69aa003b3f63b2d7bf871de79d7..0000000000000000000000000000000000000000
--- a/smol2operator/screenspot-v2.png
+++ /dev/null
@@ -1,3 +0,0 @@
-version https://git-lfs.github.com/spec/v1
-oid sha256:5114f35316a5e33f74fd5c4b952d2f00681ae79bde8f044ca5971cc89f70c70e
-size 29100
diff --git a/space-sponsored-pro.svg b/space-sponsored-pro.svg
deleted file mode 100644
index 978a7065a8432fc6c30e7db2ce4d35a4354f91ef..0000000000000000000000000000000000000000
--- a/space-sponsored-pro.svg
+++ /dev/null
@@ -1,38 +0,0 @@
-<svg width="365" height="336" viewBox="0 0 365 336" fill="none" xmlns="http://www.w3.org/2000/svg">
-<g clip-path="url(#clip0_1659_9875)">
-<path fill-rule="evenodd" clip-rule="evenodd" d="M295.592 102.211C298.424 102.211 299.84 102.211 300.957 102.674C302.447 103.291 303.63 104.474 304.247 105.964C304.71 107.081 304.71 108.497 304.71 111.329V156.518C304.71 157.98 305.922 159.167 307.384 159.167C310.216 159.167 311.632 159.167 312.749 159.63C314.239 160.247 315.422 161.43 316.039 162.92C316.502 164.037 316.502 165.453 316.502 168.285V186.401C316.502 189.018 316.502 190.326 316.816 191.492C317.106 192.566 317.528 193.466 318.169 194.374C318.865 195.361 319.939 196.253 322.087 198.037C357.325 227.312 382.576 268.187 390.905 316.326C410.142 427.517 331.342 532.546 216.965 552.335C102.588 572.124 -6.91834 499.674 -26.156 388.483C-36.1326 330.819 -19.7392 274.814 14.3069 231.495C15.582 229.872 16.2195 229.061 16.6304 228.245C17.0087 227.493 17.2553 226.78 17.4223 225.956C17.6038 225.06 17.6038 224.091 17.6038 222.154V171.67C17.6038 168.838 17.604 167.422 18.0666 166.305C18.6836 164.815 19.8672 163.632 21.3567 163.015C22.4737 162.552 23.8898 162.552 26.7219 162.552C29.554 162.552 30.9701 162.552 32.0872 163.015C33.5766 163.632 34.7602 164.815 35.3772 166.305C35.8398 167.422 35.8401 168.838 35.8401 171.67V192.974C35.8401 198.666 42.7212 201.707 47.1345 198.113C48.6757 196.857 49.5959 194.978 49.5959 192.991V175.598C49.5959 172.765 49.5962 171.349 50.0588 170.232C50.6757 168.743 51.8586 167.559 53.3479 166.942C54.465 166.48 55.8818 166.479 58.7141 166.479C61.5462 166.479 62.9623 166.48 64.0793 166.942C65.5688 167.559 66.7524 168.743 67.3694 170.232C67.8319 171.349 67.8323 172.766 67.8323 175.598C67.8323 178.895 71.4793 180.911 74.3246 179.244C96.345 166.35 121.096 157.092 147.783 152.475C188.584 145.416 228.765 150.096 264.449 164.084C272.534 167.253 276.577 168.838 279.254 168.268C281.737 167.739 283.568 166.49 284.966 164.371C286.474 162.087 286.474 158.04 286.474 149.948V111.329C286.474 108.497 286.474 107.081 286.937 105.964C287.554 104.474 288.737 103.291 290.227 102.674C291.344 102.211 292.76 102.211 295.592 102.211ZM286.474 203.385C286.474 200.368 286.474 198.86 286.004 197.453C285.605 196.259 284.873 195.031 284.013 194.112C282.999 193.029 281.761 192.359 279.284 191.019C242.524 171.126 198.534 162.779 153.358 170.033L150.893 170.444C120.056 175.779 92.1402 187.812 68.5182 204.688C68.0866 204.997 67.8323 205.495 67.8323 206.025C67.8323 208.857 67.8319 210.274 67.3694 211.391C66.7524 212.88 65.5688 214.064 64.0793 214.681C62.9623 215.143 61.5462 215.144 58.7141 215.144C56.4835 215.144 54.2725 215.88 52.602 217.358C48.0427 221.393 43.6908 225.625 39.5587 230.037C38.2505 231.434 37.5964 232.132 37.0766 233.026C36.6332 233.788 36.269 234.71 36.0715 235.569C35.8401 236.577 35.8401 237.601 35.8401 239.648V253.487C35.8401 256.319 35.8399 257.735 35.3772 258.853C34.7602 260.342 33.5766 261.526 32.0872 262.143C30.9701 262.605 29.5539 262.605 26.7219 262.605C23.8899 262.605 22.4737 262.605 21.3567 262.143C19.8672 261.526 18.6836 260.342 18.0666 258.853C17.9472 258.564 17.5293 258.494 17.3629 258.758C-5.84217 295.583 -16.029 340.045 -8.18629 385.375C9.20085 485.869 108.612 552.574 213.856 534.365L216.316 533.925C319.797 514.729 389.634 419.895 373.135 320.613L372.935 319.436C367.13 285.883 352.181 256.098 330.924 231.982C325.702 226.057 316.502 230.008 316.502 237.906C316.502 240.739 316.502 242.155 316.039 243.272C315.422 244.762 314.239 245.946 312.749 246.562C311.632 247.025 310.216 247.024 307.384 247.024C304.552 247.024 303.136 247.025 302.019 246.562C300.529 245.946 299.346 244.762 298.729 243.272C298.266 242.155 298.266 240.739 298.266 237.906V227.22C298.266 225.758 297.054 224.572 295.592 224.572C292.76 224.572 291.344 224.572 290.227 224.109C288.737 223.492 287.554 222.309 286.937 220.819C286.474 219.702 286.474 218.286 286.474 215.454V203.385ZM59.2141 143.261C61.5774 143.261 62.7597 143.261 63.7122 143.585C65.4978 144.193 66.9003 145.595 67.508 147.381C67.8322 148.333 67.8323 149.515 67.8323 151.878C67.8323 154.241 67.8322 155.424 67.508 156.376C66.9003 158.162 65.4978 159.564 63.7122 160.172C62.7597 160.496 61.5774 160.496 59.2141 160.496H58.2131C55.85 160.496 54.6684 160.496 53.7161 160.172C51.9303 159.564 50.528 158.162 49.9202 156.376C49.596 155.424 49.5959 154.241 49.5959 151.878C49.5959 149.515 49.596 148.333 49.9202 147.381C50.528 145.595 51.9303 144.193 53.7161 143.585C54.6684 143.261 55.85 143.261 58.2131 143.261H59.2141ZM31.9534 150.549C34.0999 150.549 35.84 152.289 35.8401 154.436C35.8401 156.582 34.1 158.322 31.9534 158.322H21.4905C19.3439 158.322 17.6038 156.582 17.6038 154.436C17.6039 152.289 19.3439 150.549 21.4905 150.549H31.9534ZM26.7219 116.891C29.554 116.891 30.9701 116.891 32.0872 117.354C33.5766 117.97 34.7602 119.154 35.3772 120.644C35.8398 121.761 35.8401 123.177 35.8401 126.009V137.202C35.8401 140.034 35.8399 141.45 35.3772 142.567C34.7602 144.057 33.5766 145.24 32.0872 145.857C30.9701 146.32 29.554 146.32 26.7219 146.32C23.8899 146.32 22.4737 146.32 21.3567 145.857C19.8672 145.24 18.6836 144.057 18.0666 142.567C17.604 141.45 17.6038 140.034 17.6038 137.202V126.009C17.6038 123.177 17.604 121.761 18.0666 120.644C18.6836 119.154 19.8672 117.97 21.3567 117.354C22.4737 116.891 23.8898 116.891 26.7219 116.891ZM299.806 87.8945C302.514 87.8945 304.71 90.0904 304.71 92.7988C304.71 95.5071 302.514 97.7021 299.806 97.7021H291.378C288.67 97.7021 286.474 95.5071 286.474 92.7988C286.474 90.0904 288.67 87.8945 291.378 87.8945H299.806Z" fill="url(#paint0_radial_1659_9875)"/>
-<ellipse cx="182.372" cy="352.407" rx="184.664" ry="193.392" transform="rotate(-99.8158 182.372 352.407)" fill="#FFD21E"/>
-<path d="M201.493 268.838C201.493 285.841 195.526 303.1 182.372 303.1C169.218 303.1 163.252 285.841 163.252 268.838C163.252 251.835 165.53 245.379 182.371 245.379C199.213 245.379 201.493 251.835 201.493 268.838Z" fill="black"/>
-<mask id="mask0_1659_9875" style="mask-type:alpha" maskUnits="userSpaceOnUse" x="163" y="241" width="39" height="63">
-<path d="M201.492 268.838C201.492 285.841 195.525 303.1 182.371 303.1C169.217 303.1 163.251 285.841 163.251 268.838C163.251 251.835 168.784 241.526 182.371 241.526C195.959 241.526 201.492 251.835 201.492 268.838Z" fill="black"/>
-</mask>
-<g mask="url(#mask0_1659_9875)">
-<path d="M173.052 283.761C167.994 283.544 163.505 291.066 163.283 293.784C163.283 293.784 160.437 303.99 182.328 303.222C204.218 302.454 201.526 292.933 201.526 292.933C201.498 289.23 196.317 283.585 191.983 283.617C187.649 283.65 185.279 288.661 182.217 288.685C179.155 288.708 178.11 283.979 173.052 283.761Z" fill="#FF0000"/>
-</g>
-<path d="M170.064 308.128C176.043 314.81 188 315.513 194.682 308.128" stroke="#FF9D00" stroke-width="6" stroke-linecap="round" stroke-linejoin="round"/>
-<path d="M188.15 237.498C185.345 235.37 179.733 235.146 176.597 237.498" stroke="#FF9D00" stroke-width="6" stroke-linecap="round" stroke-linejoin="round"/>
-<path d="M118.257 256.974C124.489 252.603 138.16 258.849 139.233 250.707C141.266 235.287 130.413 221.139 114.993 219.106C99.5724 217.074 85.4243 227.927 83.3919 243.347C81.3595 258.767 92.2125 272.915 107.633 274.948C114.911 275.907 112.685 260.881 118.257 256.974Z" fill="black"/>
-<path d="M123.895 220.541C126.648 222.63 128.156 223.642 130.55 224.171" stroke="#FF9D00" stroke-width="6.70392" stroke-linecap="round" stroke-linejoin="round"/>
-<path d="M253.286 255.212C258.434 260.819 254.028 275.19 262.24 275.19C277.794 275.19 290.403 262.581 290.403 247.028C290.403 231.474 277.794 218.865 262.24 218.865C246.687 218.865 234.078 231.474 234.078 247.028C234.078 254.369 248.685 250.199 253.286 255.212Z" fill="black"/>
-<circle cx="55.3019" cy="275.19" r="12.5832" fill="#FF9D00"/>
-<circle cx="316.502" cy="275.19" r="12.5832" fill="#FF9D00"/>
-<path d="M247.072 220.541C244.319 222.63 242.81 223.642 240.417 224.171" stroke="#FF9D00" stroke-width="6.70392" stroke-linecap="round" stroke-linejoin="round"/>
-<path d="M120.43 188.913C117.598 188.913 116.182 188.913 115.064 188.45C113.575 187.833 112.391 186.65 111.774 185.16C111.312 184.043 111.312 182.627 111.312 179.795L111.312 163.935C111.312 161.103 111.312 159.686 111.774 158.569C112.391 157.08 113.575 155.896 115.064 155.279C116.182 154.817 117.598 154.816 120.43 154.816C123.262 154.816 124.678 154.817 125.795 155.279C127.284 155.896 128.468 157.08 129.085 158.569C129.548 159.686 129.548 161.103 129.548 163.935L129.548 179.795C129.548 182.627 129.548 184.043 129.085 185.16C128.468 186.65 127.284 187.833 125.795 188.45C124.678 188.913 123.262 188.913 120.43 188.913ZM118.016 206.016C117.436 206.016 117.145 206.016 116.9 205.996C113.93 205.756 111.571 203.397 111.331 200.427C111.311 200.182 111.312 199.892 111.312 199.312C111.312 198.731 111.311 198.441 111.331 198.196C111.572 195.226 113.93 192.868 116.9 192.628C117.145 192.608 117.436 192.608 118.016 192.608L122.844 192.608C123.424 192.608 123.714 192.608 123.959 192.628C126.929 192.868 129.288 195.226 129.528 198.196C129.548 198.441 129.548 198.731 129.548 199.312C129.548 199.892 129.548 200.182 129.528 200.427C129.288 203.397 126.929 205.756 123.959 205.996C123.714 206.016 123.424 206.016 122.844 206.016L118.016 206.016Z" fill="url(#paint1_linear_1659_9875)"/>
-</g>
-<defs>
-<radialGradient id="paint0_radial_1659_9875" cx="0" cy="0" r="1" gradientTransform="matrix(329.025 -255.668 462.114 594.703 -29.0492 327.273)" gradientUnits="userSpaceOnUse">
-<stop stop-color="#F6339A"/>
-<stop offset="0.278058" stop-color="#FDA4EA"/>
-<stop offset="0.5401" stop-color="#06EB9E"/>
-<stop offset="0.793186" stop-color="#E967D8"/>
-<stop offset="1" stop-color="#FE8B00"/>
-</radialGradient>
-<linearGradient id="paint1_linear_1659_9875" x1="120.43" y1="154.816" x2="120.43" y2="206.016" gradientUnits="userSpaceOnUse">
-<stop stop-color="#FF9840"/>
-<stop offset="1" stop-color="#FF60F0"/>
-</linearGradient>
-<clipPath id="clip0_1659_9875">
-<rect width="383.976" height="338.385" fill="white" transform="translate(-9.61328)"/>
-</clipPath>
-</defs>
-</svg>
diff --git a/sso-join-link-dark.png b/sso-join-link-dark.png
deleted file mode 100644
index 997c293fc1c1d9f65c71507e4f9f9cdd431a5d52..0000000000000000000000000000000000000000
--- a/sso-join-link-dark.png
+++ /dev/null
@@ -1,3 +0,0 @@
-version https://git-lfs.github.com/spec/v1
-oid sha256:b9467b5e81b898919dc17378d24614db4dddfd8f4fb80f59b9ef019742f81884
-size 72451
diff --git a/sso-join-link.png b/sso-join-link.png
deleted file mode 100644
index 94b58fc09b71025f235a1853e3966f48ab06481d..0000000000000000000000000000000000000000
--- a/sso-join-link.png
+++ /dev/null
@@ -1,3 +0,0 @@
-version https://git-lfs.github.com/spec/v1
-oid sha256:e08307d22881c9f6a7689ed63f3d59301c3b95e05c4b495bc7179c003bee42b2
-size 71431
diff --git a/storage-security-compliande-doc-dark.png b/storage-security-compliande-doc-dark.png
deleted file mode 100644
index a7e31e0c2f38abaa6c9c4cf9a57731b8733744e2..0000000000000000000000000000000000000000
--- a/storage-security-compliande-doc-dark.png
+++ /dev/null
@@ -1,3 +0,0 @@
-version https://git-lfs.github.com/spec/v1
-oid sha256:b70cf9034966bf300ac09f7895433fd53441415654c5194916dfb289080a4778
-size 99738
diff --git a/storage-security-compliande-doc.png b/storage-security-compliande-doc.png
deleted file mode 100644
index 19f70dd995a42ba27c40d974fb9e8f523954054f..0000000000000000000000000000000000000000
--- a/storage-security-compliande-doc.png
+++ /dev/null
@@ -1,3 +0,0 @@
-version https://git-lfs.github.com/spec/v1
-oid sha256:cc3ff1019a540006fc4a51b51002712c0a51273dabb1ad37e7a1c65be3e14134
-size 101152
diff --git a/streaming-dark.gif b/streaming-dark.gif
deleted file mode 100644
index 28ca412b953bdcb1b6142c90baab65c748813e4a..0000000000000000000000000000000000000000
--- a/streaming-dark.gif
+++ /dev/null
@@ -1,3 +0,0 @@
-version https://git-lfs.github.com/spec/v1
-oid sha256:a11da8a0d31f8d763cb20b5225d2fa853182fe11456c2d9ee61c5a9b37041599
-size 192994
diff --git a/support/hero/dark/v1.svg b/support/hero/dark/v1.svg
deleted file mode 100644
index 77bbdf6ae6a046e736226f6d7292331904acc93f..0000000000000000000000000000000000000000
--- a/support/hero/dark/v1.svg
+++ /dev/null
@@ -1,25 +0,0 @@
-<svg preserveAspectRatio="none" width="100%" height="100%" overflow="visible" style="display: block;" viewBox="0 0 90.1249 260.032" fill="none" xmlns="http://www.w3.org/2000/svg" xmlns:xlink="http://www.w3.org/1999/xlink">
-<g id="Vector">
-<path d="M45.0904 26.0323L90.0904 0.0521851L90.1163 156.037L90.1249 208.032L45.0904 234.032L0.0559082 260.032V208.032L45.0904 182.032V26.0323Z" fill="var(--fill-0, #0B0F19)"/>
-<path d="M45.0904 26.0323L90.0904 0.0521851L90.1163 156.037L90.1249 208.032L45.0904 234.032L0.0559082 260.032V208.032L45.0904 182.032V26.0323Z" fill="url(#pattern0_0_24)"/>
-<path d="M45.0904 26.0323L90.0904 0.0521851L90.1163 156.037L90.1249 208.032L45.0904 234.032L0.0559082 260.032V208.032L45.0904 182.032V26.0323Z" fill="url(#paint0_linear_0_24)"/>
-</g>
-<defs>
-<linearGradient id="paint0_linear_0_24" x1="45.0624" y1="0" x2="45.0624" y2="260.032" gradientUnits="userSpaceOnUse">
-<stop offset="0.313555" stop-color="#0B0F19" stop-opacity="0"/>
-<stop offset="1" stop-color="#0B0F19"/>
-</linearGradient>
-<pattern id="pattern0_0_24" patternUnits="userSpaceOnUse" patternTransform="matrix(6.48 0 0 3.73 38.5824 126.286)" preserveAspectRatio="none" viewBox="0 0 324 186.5" width="1" height="1">
-<use xlink:href="#pattern0_0_24_inner" transform="translate(-324 -186.5)"/>
-<use xlink:href="#pattern0_0_24_inner" transform="translate(0 -186.5)"/>
-<use xlink:href="#pattern0_0_24_inner" transform="translate(-324 0)"/>
-<g id="pattern0_0_24_inner">
-<g id="Frame 1" clip-path="url(#clip0_0_24)">
-<path id="Vector_2" d="M942.12 -170L-294 543.656" stroke="var(--stroke-0, #171C2E)" stroke-width="60"/>
-</g>
-</g>
-</pattern><clipPath id="clip0_0_24">
-<rect width="648" height="373" fill="white"/>
-</clipPath>
-</defs>
-</svg>
diff --git a/support/hero/dark/v10.svg b/support/hero/dark/v10.svg
deleted file mode 100644
index d394e03f7cf7a3bac9946ccbd24de420b62177e0..0000000000000000000000000000000000000000
--- a/support/hero/dark/v10.svg
+++ /dev/null
@@ -1,25 +0,0 @@
-<svg preserveAspectRatio="none" width="100%" height="100%" overflow="visible" style="display: block;" viewBox="0 0 45.0028 181.863" fill="none" xmlns="http://www.w3.org/2000/svg" xmlns:xlink="http://www.w3.org/1999/xlink">
-<g id="Vector">
-<path d="M0 25.9804L44.9994 0L45.0028 155.883L0.00341797 181.863L0 25.9804Z" fill="var(--fill-0, #0B0F19)"/>
-<path d="M0 25.9804L44.9994 0L45.0028 155.883L0.00341797 181.863L0 25.9804Z" fill="url(#pattern0_0_12)"/>
-<path d="M0 25.9804L44.9994 0L45.0028 155.883L0.00341797 181.863L0 25.9804Z" fill="url(#paint0_linear_0_12)"/>
-</g>
-<defs>
-<linearGradient id="paint0_linear_0_12" x1="22.5014" y1="0" x2="22.5014" y2="181.863" gradientUnits="userSpaceOnUse">
-<stop offset="0.313555" stop-color="#0B0F19" stop-opacity="0"/>
-<stop offset="0.79561" stop-color="#0B0F19"/>
-</linearGradient>
-<pattern id="pattern0_0_12" patternUnits="userSpaceOnUse" patternTransform="matrix(6.48 0 0 3.73 16.0214 87.2015)" preserveAspectRatio="none" viewBox="0 0 324 186.5" width="1" height="1">
-<use xlink:href="#pattern0_0_12_inner" transform="translate(-324 -186.5)"/>
-<use xlink:href="#pattern0_0_12_inner" transform="translate(0 -186.5)"/>
-<use xlink:href="#pattern0_0_12_inner" transform="translate(-324 0)"/>
-<g id="pattern0_0_12_inner">
-<g id="Frame 1" clip-path="url(#clip0_0_12)">
-<path id="Vector_2" d="M942.12 -170L-294 543.656" stroke="var(--stroke-0, #171C2E)" stroke-width="60"/>
-</g>
-</g>
-</pattern><clipPath id="clip0_0_12">
-<rect width="648" height="373" fill="white"/>
-</clipPath>
-</defs>
-</svg>
diff --git a/support/hero/dark/v11.svg b/support/hero/dark/v11.svg
deleted file mode 100644
index 7faf0ba47ca71fc2d224a5598c53014d91e51ce1..0000000000000000000000000000000000000000
--- a/support/hero/dark/v11.svg
+++ /dev/null
@@ -1,25 +0,0 @@
-<svg preserveAspectRatio="none" width="100%" height="100%" overflow="visible" style="display: block;" viewBox="0 0 45.0345 78" fill="none" xmlns="http://www.w3.org/2000/svg" xmlns:xlink="http://www.w3.org/1999/xlink">
-<g id="Vector">
-<path d="M0 26L45.0345 0V52L0 78V26Z" fill="var(--fill-0, #0B0F19)"/>
-<path d="M0 26L45.0345 0V52L0 78V26Z" fill="url(#pattern0_0_11)"/>
-<path d="M0 26L45.0345 0V52L0 78V26Z" fill="url(#paint0_linear_0_11)"/>
-</g>
-<defs>
-<linearGradient id="paint0_linear_0_11" x1="22.5172" y1="0" x2="22.5172" y2="78" gradientUnits="userSpaceOnUse">
-<stop offset="0.313555" stop-color="#0B0F19" stop-opacity="0"/>
-<stop offset="0.79561" stop-color="#0B0F19"/>
-</linearGradient>
-<pattern id="pattern0_0_11" patternUnits="userSpaceOnUse" patternTransform="matrix(6.48 0 0 3.73 16.0372 35.27)" preserveAspectRatio="none" viewBox="0 0 324 186.5" width="1" height="1">
-<use xlink:href="#pattern0_0_11_inner" transform="translate(-324 -186.5)"/>
-<use xlink:href="#pattern0_0_11_inner" transform="translate(0 -186.5)"/>
-<use xlink:href="#pattern0_0_11_inner" transform="translate(-324 0)"/>
-<g id="pattern0_0_11_inner">
-<g id="Frame 1" clip-path="url(#clip0_0_11)">
-<path id="Vector_2" d="M942.12 -170L-294 543.656" stroke="var(--stroke-0, #171C2E)" stroke-width="60"/>
-</g>
-</g>
-</pattern><clipPath id="clip0_0_11">
-<rect width="648" height="373" fill="white"/>
-</clipPath>
-</defs>
-</svg>
diff --git a/support/hero/dark/v12.svg b/support/hero/dark/v12.svg
deleted file mode 100644
index d38fd8361a6c8e830396030ab33c0f658592a28c..0000000000000000000000000000000000000000
--- a/support/hero/dark/v12.svg
+++ /dev/null
@@ -1,25 +0,0 @@
-<svg preserveAspectRatio="none" width="100%" height="100%" overflow="visible" style="display: block;" viewBox="0 0 45.0345 78" fill="none" xmlns="http://www.w3.org/2000/svg" xmlns:xlink="http://www.w3.org/1999/xlink">
-<g id="Vector">
-<path d="M0 26L45.0345 0V52L0 78V26Z" fill="var(--fill-0, #0B0F19)"/>
-<path d="M0 26L45.0345 0V52L0 78V26Z" fill="url(#pattern0_0_13)"/>
-<path d="M0 26L45.0345 0V52L0 78V26Z" fill="url(#paint0_linear_0_13)"/>
-</g>
-<defs>
-<linearGradient id="paint0_linear_0_13" x1="22.5172" y1="0" x2="22.5172" y2="78" gradientUnits="userSpaceOnUse">
-<stop offset="0.313555" stop-color="#0B0F19" stop-opacity="0"/>
-<stop offset="0.79561" stop-color="#0B0F19"/>
-</linearGradient>
-<pattern id="pattern0_0_13" patternUnits="userSpaceOnUse" patternTransform="matrix(6.48 0 0 3.73 16.0372 35.27)" preserveAspectRatio="none" viewBox="0 0 324 186.5" width="1" height="1">
-<use xlink:href="#pattern0_0_13_inner" transform="translate(-324 -186.5)"/>
-<use xlink:href="#pattern0_0_13_inner" transform="translate(0 -186.5)"/>
-<use xlink:href="#pattern0_0_13_inner" transform="translate(-324 0)"/>
-<g id="pattern0_0_13_inner">
-<g id="Frame 1" clip-path="url(#clip0_0_13)">
-<path id="Vector_2" d="M942.12 -170L-294 543.656" stroke="var(--stroke-0, #171C2E)" stroke-width="60"/>
-</g>
-</g>
-</pattern><clipPath id="clip0_0_13">
-<rect width="648" height="373" fill="white"/>
-</clipPath>
-</defs>
-</svg>
diff --git a/support/hero/dark/v13.svg b/support/hero/dark/v13.svg
deleted file mode 100644
index 82887cff01820cb7c55f70827f4b390e313dca7e..0000000000000000000000000000000000000000
--- a/support/hero/dark/v13.svg
+++ /dev/null
@@ -1,25 +0,0 @@
-<svg preserveAspectRatio="none" width="100%" height="100%" overflow="visible" style="display: block;" viewBox="0 0 45.0345 129.98" fill="none" xmlns="http://www.w3.org/2000/svg" xmlns:xlink="http://www.w3.org/1999/xlink">
-<g id="Vector">
-<path d="M0 25.9801L45 0L45.0345 103.98L0 129.98V25.9801Z" fill="var(--fill-0, #0B0F19)"/>
-<path d="M0 25.9801L45 0L45.0345 103.98L0 129.98V25.9801Z" fill="url(#pattern0_0_9)"/>
-<path d="M0 25.9801L45 0L45.0345 103.98L0 129.98V25.9801Z" fill="url(#paint0_linear_0_9)"/>
-</g>
-<defs>
-<linearGradient id="paint0_linear_0_9" x1="22.5172" y1="0" x2="22.5172" y2="129.98" gradientUnits="userSpaceOnUse">
-<stop offset="0.313555" stop-color="#0B0F19" stop-opacity="0"/>
-<stop offset="0.867989" stop-color="#0B0F19"/>
-</linearGradient>
-<pattern id="pattern0_0_9" patternUnits="userSpaceOnUse" patternTransform="matrix(6.48 0 0 3.73 16.0372 61.2601)" preserveAspectRatio="none" viewBox="0 0 324 186.5" width="1" height="1">
-<use xlink:href="#pattern0_0_9_inner" transform="translate(-324 -186.5)"/>
-<use xlink:href="#pattern0_0_9_inner" transform="translate(0 -186.5)"/>
-<use xlink:href="#pattern0_0_9_inner" transform="translate(-324 0)"/>
-<g id="pattern0_0_9_inner">
-<g id="Frame 1" clip-path="url(#clip0_0_9)">
-<path id="Vector_2" d="M942.12 -170L-294 543.656" stroke="var(--stroke-0, #171C2E)" stroke-width="60"/>
-</g>
-</g>
-</pattern><clipPath id="clip0_0_9">
-<rect width="648" height="373" fill="white"/>
-</clipPath>
-</defs>
-</svg>
diff --git a/support/hero/dark/v14.svg b/support/hero/dark/v14.svg
deleted file mode 100644
index 3859ecc5b72cd03c3050135e7cf8068863e10973..0000000000000000000000000000000000000000
--- a/support/hero/dark/v14.svg
+++ /dev/null
@@ -1,25 +0,0 @@
-<svg preserveAspectRatio="none" width="100%" height="100%" overflow="visible" style="display: block;" viewBox="0 0 45.0345 129.98" fill="none" xmlns="http://www.w3.org/2000/svg" xmlns:xlink="http://www.w3.org/1999/xlink">
-<g id="Vector">
-<path d="M0 25.9801L45 0L45.0345 103.98L0 129.98V25.9801Z" fill="var(--fill-0, #0B0F19)"/>
-<path d="M0 25.9801L45 0L45.0345 103.98L0 129.98V25.9801Z" fill="url(#pattern0_0_18)"/>
-<path d="M0 25.9801L45 0L45.0345 103.98L0 129.98V25.9801Z" fill="url(#paint0_linear_0_18)"/>
-</g>
-<defs>
-<linearGradient id="paint0_linear_0_18" x1="22.5172" y1="0" x2="22.5172" y2="129.98" gradientUnits="userSpaceOnUse">
-<stop offset="0.313555" stop-color="#0B0F19" stop-opacity="0"/>
-<stop offset="0.867989" stop-color="#0B0F19"/>
-</linearGradient>
-<pattern id="pattern0_0_18" patternUnits="userSpaceOnUse" patternTransform="matrix(6.48 0 0 3.73 16.0372 61.2601)" preserveAspectRatio="none" viewBox="0 0 324 186.5" width="1" height="1">
-<use xlink:href="#pattern0_0_18_inner" transform="translate(-324 -186.5)"/>
-<use xlink:href="#pattern0_0_18_inner" transform="translate(0 -186.5)"/>
-<use xlink:href="#pattern0_0_18_inner" transform="translate(-324 0)"/>
-<g id="pattern0_0_18_inner">
-<g id="Frame 1" clip-path="url(#clip0_0_18)">
-<path id="Vector_2" d="M942.12 -170L-294 543.656" stroke="var(--stroke-0, #171C2E)" stroke-width="60"/>
-</g>
-</g>
-</pattern><clipPath id="clip0_0_18">
-<rect width="648" height="373" fill="white"/>
-</clipPath>
-</defs>
-</svg>
diff --git a/support/hero/dark/v15.svg b/support/hero/dark/v15.svg
deleted file mode 100644
index 53db183247f7dfc83528a29bf6beeab6916c3723..0000000000000000000000000000000000000000
--- a/support/hero/dark/v15.svg
+++ /dev/null
@@ -1,25 +0,0 @@
-<svg preserveAspectRatio="none" width="100%" height="100%" overflow="visible" style="display: block;" viewBox="0 0 45.0345 78" fill="none" xmlns="http://www.w3.org/2000/svg" xmlns:xlink="http://www.w3.org/1999/xlink">
-<g id="Vector">
-<path d="M0 26L45.0345 0V52L0 78V26Z" fill="var(--fill-0, #0B0F19)"/>
-<path d="M0 26L45.0345 0V52L0 78V26Z" fill="url(#pattern0_0_8)"/>
-<path d="M0 26L45.0345 0V52L0 78V26Z" fill="url(#paint0_linear_0_8)"/>
-</g>
-<defs>
-<linearGradient id="paint0_linear_0_8" x1="22.5172" y1="0" x2="22.5172" y2="78" gradientUnits="userSpaceOnUse">
-<stop offset="0.313555" stop-color="#0B0F19" stop-opacity="0"/>
-<stop offset="1" stop-color="#0B0F19"/>
-</linearGradient>
-<pattern id="pattern0_0_8" patternUnits="userSpaceOnUse" patternTransform="matrix(6.48 0 0 3.73 16.0372 35.27)" preserveAspectRatio="none" viewBox="0 0 324 186.5" width="1" height="1">
-<use xlink:href="#pattern0_0_8_inner" transform="translate(-324 -186.5)"/>
-<use xlink:href="#pattern0_0_8_inner" transform="translate(0 -186.5)"/>
-<use xlink:href="#pattern0_0_8_inner" transform="translate(-324 0)"/>
-<g id="pattern0_0_8_inner">
-<g id="Frame 1" clip-path="url(#clip0_0_8)">
-<path id="Vector_2" d="M942.12 -170L-294 543.656" stroke="var(--stroke-0, #171C2E)" stroke-width="60"/>
-</g>
-</g>
-</pattern><clipPath id="clip0_0_8">
-<rect width="648" height="373" fill="white"/>
-</clipPath>
-</defs>
-</svg>
diff --git a/support/hero/dark/v16.svg b/support/hero/dark/v16.svg
deleted file mode 100644
index 10e44a974a1220d5eed2b0a58c95d24f642c9ebe..0000000000000000000000000000000000000000
--- a/support/hero/dark/v16.svg
+++ /dev/null
@@ -1,25 +0,0 @@
-<svg preserveAspectRatio="none" width="100%" height="100%" overflow="visible" style="display: block;" viewBox="0 0 45.0345 78" fill="none" xmlns="http://www.w3.org/2000/svg" xmlns:xlink="http://www.w3.org/1999/xlink">
-<g id="Vector">
-<path d="M0 26L45.0345 0V52L0 78V26Z" fill="var(--fill-0, #0B0F19)"/>
-<path d="M0 26L45.0345 0V52L0 78V26Z" fill="url(#pattern0_0_7)"/>
-<path d="M0 26L45.0345 0V52L0 78V26Z" fill="url(#paint0_linear_0_7)"/>
-</g>
-<defs>
-<linearGradient id="paint0_linear_0_7" x1="22.5172" y1="0" x2="22.5172" y2="78" gradientUnits="userSpaceOnUse">
-<stop offset="0.313555" stop-color="#0B0F19" stop-opacity="0"/>
-<stop offset="1" stop-color="#0B0F19"/>
-</linearGradient>
-<pattern id="pattern0_0_7" patternUnits="userSpaceOnUse" patternTransform="matrix(6.48 0 0 3.73 16.0372 35.27)" preserveAspectRatio="none" viewBox="0 0 324 186.5" width="1" height="1">
-<use xlink:href="#pattern0_0_7_inner" transform="translate(-324 -186.5)"/>
-<use xlink:href="#pattern0_0_7_inner" transform="translate(0 -186.5)"/>
-<use xlink:href="#pattern0_0_7_inner" transform="translate(-324 0)"/>
-<g id="pattern0_0_7_inner">
-<g id="Frame 1" clip-path="url(#clip0_0_7)">
-<path id="Vector_2" d="M942.12 -170L-294 543.656" stroke="var(--stroke-0, #171C2E)" stroke-width="60"/>
-</g>
-</g>
-</pattern><clipPath id="clip0_0_7">
-<rect width="648" height="373" fill="white"/>
-</clipPath>
-</defs>
-</svg>
diff --git a/support/hero/dark/v17.svg b/support/hero/dark/v17.svg
deleted file mode 100644
index c3ac3d2a5a99696737871cec13ddb9a803b8c3fa..0000000000000000000000000000000000000000
--- a/support/hero/dark/v17.svg
+++ /dev/null
@@ -1,25 +0,0 @@
-<svg preserveAspectRatio="none" width="100%" height="100%" overflow="visible" style="display: block;" viewBox="0 0 45.0345 78" fill="none" xmlns="http://www.w3.org/2000/svg" xmlns:xlink="http://www.w3.org/1999/xlink">
-<g id="Vector">
-<path d="M0 78L45.0345 52V0L0 26V78Z" fill="var(--fill-0, #0B0F19)"/>
-<path d="M0 78L45.0345 52V0L0 26V78Z" fill="url(#pattern0_0_21)"/>
-<path d="M0 78L45.0345 52V0L0 26V78Z" fill="url(#paint0_linear_0_21)"/>
-</g>
-<defs>
-<linearGradient id="paint0_linear_0_21" x1="45.0065" y1="-182.032" x2="45.0065" y2="78" gradientUnits="userSpaceOnUse">
-<stop offset="0.703779" stop-color="#0B0F19" stop-opacity="0"/>
-<stop offset="1" stop-color="#0B0F19"/>
-</linearGradient>
-<pattern id="pattern0_0_21" patternUnits="userSpaceOnUse" patternTransform="matrix(6.48 0 0 3.73 16.0372 35.27)" preserveAspectRatio="none" viewBox="0 0 324 186.5" width="1" height="1">
-<use xlink:href="#pattern0_0_21_inner" transform="translate(-324 -186.5)"/>
-<use xlink:href="#pattern0_0_21_inner" transform="translate(0 -186.5)"/>
-<use xlink:href="#pattern0_0_21_inner" transform="translate(-324 0)"/>
-<g id="pattern0_0_21_inner">
-<g id="Frame 1" clip-path="url(#clip0_0_21)">
-<path id="Vector_2" d="M942.12 -170L-294 543.656" stroke="var(--stroke-0, #171C2E)" stroke-width="60"/>
-</g>
-</g>
-</pattern><clipPath id="clip0_0_21">
-<rect width="648" height="373" fill="white"/>
-</clipPath>
-</defs>
-</svg>
diff --git a/support/hero/dark/v18.svg b/support/hero/dark/v18.svg
deleted file mode 100644
index 3765720bb8ffd3d4a30a84a5dd2c99023bccdbde..0000000000000000000000000000000000000000
--- a/support/hero/dark/v18.svg
+++ /dev/null
@@ -1,25 +0,0 @@
-<svg preserveAspectRatio="none" width="100%" height="100%" overflow="visible" style="display: block;" viewBox="0 0 45.0345 181.98" fill="none" xmlns="http://www.w3.org/2000/svg" xmlns:xlink="http://www.w3.org/1999/xlink">
-<g id="Vector">
-<path d="M0 25.9801L45 0L45.0345 155.98L0 181.98V25.9801Z" fill="var(--fill-0, #0B0F19)"/>
-<path d="M0 25.9801L45 0L45.0345 155.98L0 181.98V25.9801Z" fill="url(#pattern0_0_20)"/>
-<path d="M0 25.9801L45 0L45.0345 155.98L0 181.98V25.9801Z" fill="url(#paint0_linear_0_20)"/>
-</g>
-<defs>
-<linearGradient id="paint0_linear_0_20" x1="-0.0281378" y1="-0.0522461" x2="-0.0281378" y2="259.98" gradientUnits="userSpaceOnUse">
-<stop offset="0.313555" stop-color="#0B0F19" stop-opacity="0"/>
-<stop offset="1" stop-color="#0B0F19"/>
-</linearGradient>
-<pattern id="pattern0_0_20" patternUnits="userSpaceOnUse" patternTransform="matrix(6.48 0 0 3.73 16.0372 87.26)" preserveAspectRatio="none" viewBox="0 0 324 186.5" width="1" height="1">
-<use xlink:href="#pattern0_0_20_inner" transform="translate(-324 -186.5)"/>
-<use xlink:href="#pattern0_0_20_inner" transform="translate(0 -186.5)"/>
-<use xlink:href="#pattern0_0_20_inner" transform="translate(-324 0)"/>
-<g id="pattern0_0_20_inner">
-<g id="Frame 1" clip-path="url(#clip0_0_20)">
-<path id="Vector_2" d="M942.12 -170L-294 543.656" stroke="var(--stroke-0, #171C2E)" stroke-width="60"/>
-</g>
-</g>
-</pattern><clipPath id="clip0_0_20">
-<rect width="648" height="373" fill="white"/>
-</clipPath>
-</defs>
-</svg>
diff --git a/support/hero/dark/v19.svg b/support/hero/dark/v19.svg
deleted file mode 100644
index 5bc8ec15277a7b14e3f944ad6a8e4b06f3ffec34..0000000000000000000000000000000000000000
--- a/support/hero/dark/v19.svg
+++ /dev/null
@@ -1,3 +0,0 @@
-<svg preserveAspectRatio="none" width="100%" height="100%" overflow="visible" style="display: block;" viewBox="0 0 90 51.9608" fill="none" xmlns="http://www.w3.org/2000/svg">
-<path id="Vector" d="M90 25.9804L44.9994 0L0 25.9804L45.0006 51.9608L90 25.9804Z" fill="#171C2E"/>
-</svg>
diff --git a/support/hero/dark/v2.svg b/support/hero/dark/v2.svg
deleted file mode 100644
index 9ef795ba28f8583d5d70d606434d357eb784358e..0000000000000000000000000000000000000000
--- a/support/hero/dark/v2.svg
+++ /dev/null
@@ -1,3 +0,0 @@
-<svg preserveAspectRatio="none" width="100%" height="100%" overflow="visible" style="display: block;" viewBox="0 0 90 51.9608" fill="none" xmlns="http://www.w3.org/2000/svg">
-<path id="Vector" d="M90 25.9804L45.0006 51.9608L0 25.9804L44.9994 0L90 25.9804Z" fill="#171C2E"/>
-</svg>
diff --git a/support/hero/dark/v20.svg b/support/hero/dark/v20.svg
deleted file mode 100644
index 03f2e25f170d8b9b71d54282bb18136be95a171e..0000000000000000000000000000000000000000
--- a/support/hero/dark/v20.svg
+++ /dev/null
@@ -1,3 +0,0 @@
-<svg preserveAspectRatio="none" width="100%" height="100%" overflow="visible" style="display: block;" viewBox="0 0 90 51.9609" fill="none" xmlns="http://www.w3.org/2000/svg">
-<path id="Vector" d="M90 25.9804L44.9994 0L0 25.9804L45.0006 51.9609L90 25.9804Z" fill="#171C2E"/>
-</svg>
diff --git a/support/hero/dark/v21.svg b/support/hero/dark/v21.svg
deleted file mode 100644
index f4a0bbc323a7efcf233c73c3cacd17a6802d8e33..0000000000000000000000000000000000000000
--- a/support/hero/dark/v21.svg
+++ /dev/null
@@ -1,3 +0,0 @@
-<svg preserveAspectRatio="none" width="100%" height="100%" overflow="visible" style="display: block;" viewBox="0 0 90.069 52" fill="none" xmlns="http://www.w3.org/2000/svg">
-<path id="Vector" d="M0 26L45.0345 0L90.069 26L45.0345 52L0 26Z" fill="#171C2E"/>
-</svg>
diff --git a/support/hero/dark/v22.svg b/support/hero/dark/v22.svg
deleted file mode 100644
index 5fef9a14e9938315cb7e6ac14a082ccdefa6f90a..0000000000000000000000000000000000000000
--- a/support/hero/dark/v22.svg
+++ /dev/null
@@ -1,3 +0,0 @@
-<svg preserveAspectRatio="none" width="100%" height="100%" overflow="visible" style="display: block;" viewBox="0 0 90.0345 51.9801" fill="none" xmlns="http://www.w3.org/2000/svg">
-<path id="Vector" d="M0 25.9801L45 0L90.0345 26L45.0345 51.9801L0 25.9801Z" fill="#171C2E"/>
-</svg>
diff --git a/support/hero/dark/v23.svg b/support/hero/dark/v23.svg
deleted file mode 100644
index df0d8c6dcf0ab57710cbcd959fb01bc9a364eb17..0000000000000000000000000000000000000000
--- a/support/hero/dark/v23.svg
+++ /dev/null
@@ -1,3 +0,0 @@
-<svg preserveAspectRatio="none" width="100%" height="100%" overflow="visible" style="display: block;" viewBox="0 0 90.069 52" fill="none" xmlns="http://www.w3.org/2000/svg">
-<path id="Vector" d="M90.069 26L45.0345 0L0 26L45.0345 52L90.069 26Z" fill="#171C2E"/>
-</svg>
diff --git a/support/hero/dark/v24.svg b/support/hero/dark/v24.svg
deleted file mode 100644
index 7a8f2602a1dd50cc6cbcbaeae57114e25ebdd591..0000000000000000000000000000000000000000
--- a/support/hero/dark/v24.svg
+++ /dev/null
@@ -1,3 +0,0 @@
-<svg preserveAspectRatio="none" width="100%" height="100%" overflow="visible" style="display: block;" viewBox="0 0 90.0904 52.0124" fill="none" xmlns="http://www.w3.org/2000/svg">
-<path id="Vector" d="M0 25.9801L45 0L90.0904 26.0323L45.0904 52.0124L0 25.9801Z" fill="#171C2E"/>
-</svg>
diff --git a/support/hero/dark/v3.svg b/support/hero/dark/v3.svg
deleted file mode 100644
index a170fb55ae270fe20df83fceee0b7bf5149aee57..0000000000000000000000000000000000000000
--- a/support/hero/dark/v3.svg
+++ /dev/null
@@ -1,25 +0,0 @@
-<svg preserveAspectRatio="none" width="100%" height="100%" overflow="visible" style="display: block;" viewBox="0 0 45.0005 77.9412" fill="none" xmlns="http://www.w3.org/2000/svg" xmlns:xlink="http://www.w3.org/1999/xlink">
-<g id="Vector">
-<path d="M0 25.9804L44.9994 0L45.0005 51.9608L0.00109863 77.9412L0 25.9804Z" fill="var(--fill-0, #0B0F19)"/>
-<path d="M0 25.9804L44.9994 0L45.0005 51.9608L0.00109863 77.9412L0 25.9804Z" fill="url(#pattern0_0_15)"/>
-<path d="M0 25.9804L44.9994 0L45.0005 51.9608L0.00109863 77.9412L0 25.9804Z" fill="url(#paint0_linear_0_15)"/>
-</g>
-<defs>
-<linearGradient id="paint0_linear_0_15" x1="-0.00158795" y1="-181.863" x2="-0.00158795" y2="77.9412" gradientUnits="userSpaceOnUse">
-<stop offset="0.284852" stop-color="#0B0F19" stop-opacity="0"/>
-<stop offset="1" stop-color="#0B0F19"/>
-</linearGradient>
-<pattern id="pattern0_0_15" patternUnits="userSpaceOnUse" patternTransform="matrix(8.424 0 0 4.849 16.0202 35.2406)" preserveAspectRatio="none" viewBox="0 0 421.2 242.45" width="1" height="1">
-<use xlink:href="#pattern0_0_15_inner" transform="translate(-421.2 -242.45)"/>
-<use xlink:href="#pattern0_0_15_inner" transform="translate(0 -242.45)"/>
-<use xlink:href="#pattern0_0_15_inner" transform="translate(-421.2 0)"/>
-<g id="pattern0_0_15_inner">
-<g id="Frame 1" clip-path="url(#clip0_0_15)">
-<path id="Vector_2" d="M942.12 -170L-294 543.656" stroke="var(--stroke-0, #171C2E)" stroke-width="60"/>
-</g>
-</g>
-</pattern><clipPath id="clip0_0_15">
-<rect width="648" height="373" fill="white"/>
-</clipPath>
-</defs>
-</svg>
diff --git a/support/hero/dark/v4.svg b/support/hero/dark/v4.svg
deleted file mode 100644
index 4be0638a99fcc53d22d58086e475d9fe00c89b57..0000000000000000000000000000000000000000
--- a/support/hero/dark/v4.svg
+++ /dev/null
@@ -1,25 +0,0 @@
-<svg preserveAspectRatio="none" width="100%" height="100%" overflow="visible" style="display: block;" viewBox="0 0 90.0046 259.804" fill="none" xmlns="http://www.w3.org/2000/svg" xmlns:xlink="http://www.w3.org/1999/xlink">
-<g id="Vector">
-<path d="M44.9994 0L45.0042 207.843L90.0035 181.863L90.0046 233.824L45.0052 259.804L45.0042 207.843L0.00476074 233.824L0 25.9804L44.9994 0Z" fill="var(--fill-0, #0B0F19)"/>
-<path d="M44.9994 0L45.0042 207.843L90.0035 181.863L90.0046 233.824L45.0052 259.804L45.0042 207.843L0.00476074 233.824L0 25.9804L44.9994 0Z" fill="url(#pattern0_0_14)"/>
-<path d="M44.9994 0L45.0042 207.843L90.0035 181.863L90.0046 233.824L45.0052 259.804L45.0042 207.843L0.00476074 233.824L0 25.9804L44.9994 0Z" fill="url(#paint0_linear_0_14)"/>
-</g>
-<defs>
-<linearGradient id="paint0_linear_0_14" x1="45.0023" y1="0" x2="45.0023" y2="259.804" gradientUnits="userSpaceOnUse">
-<stop offset="0.284852" stop-color="#0B0F19" stop-opacity="0"/>
-<stop offset="1" stop-color="#0B0F19"/>
-</linearGradient>
-<pattern id="pattern0_0_14" patternUnits="userSpaceOnUse" patternTransform="matrix(6.48 0 0 3.73 38.5223 126.172)" preserveAspectRatio="none" viewBox="0 0 324 186.5" width="1" height="1">
-<use xlink:href="#pattern0_0_14_inner" transform="translate(-324 -186.5)"/>
-<use xlink:href="#pattern0_0_14_inner" transform="translate(0 -186.5)"/>
-<use xlink:href="#pattern0_0_14_inner" transform="translate(-324 0)"/>
-<g id="pattern0_0_14_inner">
-<g id="Frame 1" clip-path="url(#clip0_0_14)">
-<path id="Vector_2" d="M942.12 -170L-294 543.656" stroke="var(--stroke-0, #171C2E)" stroke-width="60"/>
-</g>
-</g>
-</pattern><clipPath id="clip0_0_14">
-<rect width="648" height="373" fill="white"/>
-</clipPath>
-</defs>
-</svg>
diff --git a/support/hero/dark/v5.svg b/support/hero/dark/v5.svg
deleted file mode 100644
index fc43ca90c0fe5dafc023e7286b9b403008d3e1ec..0000000000000000000000000000000000000000
--- a/support/hero/dark/v5.svg
+++ /dev/null
@@ -1,25 +0,0 @@
-<svg preserveAspectRatio="none" width="100%" height="100%" overflow="visible" style="display: block;" viewBox="0 0 45.0042 233.824" fill="none" xmlns="http://www.w3.org/2000/svg" xmlns:xlink="http://www.w3.org/1999/xlink">
-<g id="Vector">
-<path d="M45.0042 207.843L44.9994 0L0 25.9804L0.00476074 233.824L45.0042 207.843Z" fill="var(--fill-0, #0B0F19)"/>
-<path d="M45.0042 207.843L44.9994 0L0 25.9804L0.00476074 233.824L45.0042 207.843Z" fill="url(#pattern0_0_19)"/>
-<path d="M45.0042 207.843L44.9994 0L0 25.9804L0.00476074 233.824L45.0042 207.843Z" fill="url(#paint0_linear_0_19)"/>
-</g>
-<defs>
-<linearGradient id="paint0_linear_0_19" x1="45.0023" y1="0" x2="45.0023" y2="259.804" gradientUnits="userSpaceOnUse">
-<stop offset="0.284852" stop-color="#0B0F19" stop-opacity="0"/>
-<stop offset="1" stop-color="#0B0F19"/>
-</linearGradient>
-<pattern id="pattern0_0_19" patternUnits="userSpaceOnUse" patternTransform="matrix(6.48 0 0 3.73 16.0221 113.182)" preserveAspectRatio="none" viewBox="0 0 324 186.5" width="1" height="1">
-<use xlink:href="#pattern0_0_19_inner" transform="translate(-324 -186.5)"/>
-<use xlink:href="#pattern0_0_19_inner" transform="translate(0 -186.5)"/>
-<use xlink:href="#pattern0_0_19_inner" transform="translate(-324 0)"/>
-<g id="pattern0_0_19_inner">
-<g id="Frame 1" clip-path="url(#clip0_0_19)">
-<path id="Vector_2" d="M942.12 -170L-294 543.656" stroke="var(--stroke-0, #171C2E)" stroke-width="60"/>
-</g>
-</g>
-</pattern><clipPath id="clip0_0_19">
-<rect width="648" height="373" fill="white"/>
-</clipPath>
-</defs>
-</svg>
diff --git a/support/hero/dark/v6.svg b/support/hero/dark/v6.svg
deleted file mode 100644
index ec7070bcfff296e6a29ef4920ed25bdd89be4899..0000000000000000000000000000000000000000
--- a/support/hero/dark/v6.svg
+++ /dev/null
@@ -1,25 +0,0 @@
-<svg preserveAspectRatio="none" width="100%" height="100%" overflow="visible" style="display: block;" viewBox="0 0 45.003 181.863" fill="none" xmlns="http://www.w3.org/2000/svg" xmlns:xlink="http://www.w3.org/1999/xlink">
-<g id="Vector">
-<path d="M45.003 155.883L0.00357056 181.863L0.00119019 77.9413L0 25.9804L44.9994 0L45.0006 51.9609L0.00119019 77.9413L45.003 155.883Z" fill="var(--fill-0, #0B0F19)"/>
-<path d="M45.003 155.883L0.00357056 181.863L0.00119019 77.9413L0 25.9804L44.9994 0L45.0006 51.9609L0.00119019 77.9413L45.003 155.883Z" fill="url(#pattern0_0_22)"/>
-<path d="M45.003 155.883L0.00357056 181.863L0.00119019 77.9413L0 25.9804L44.9994 0L45.0006 51.9609L0.00119019 77.9413L45.003 155.883Z" fill="url(#paint0_linear_0_22)"/>
-</g>
-<defs>
-<linearGradient id="paint0_linear_0_22" x1="45.0013" y1="-51.9608" x2="45.0013" y2="207.843" gradientUnits="userSpaceOnUse">
-<stop offset="0.284852" stop-color="#0B0F19" stop-opacity="0"/>
-<stop offset="1" stop-color="#0B0F19"/>
-</linearGradient>
-<pattern id="pattern0_0_22" patternUnits="userSpaceOnUse" patternTransform="matrix(6.48 0 0 3.73 16.0215 87.2015)" preserveAspectRatio="none" viewBox="0 0 324 186.5" width="1" height="1">
-<use xlink:href="#pattern0_0_22_inner" transform="translate(-324 -186.5)"/>
-<use xlink:href="#pattern0_0_22_inner" transform="translate(0 -186.5)"/>
-<use xlink:href="#pattern0_0_22_inner" transform="translate(-324 0)"/>
-<g id="pattern0_0_22_inner">
-<g id="Frame 1" clip-path="url(#clip0_0_22)">
-<path id="Vector_2" d="M942.12 -170L-294 543.656" stroke="var(--stroke-0, #171C2E)" stroke-width="60"/>
-</g>
-</g>
-</pattern><clipPath id="clip0_0_22">
-<rect width="648" height="373" fill="white"/>
-</clipPath>
-</defs>
-</svg>
diff --git a/support/hero/dark/v7.svg b/support/hero/dark/v7.svg
deleted file mode 100644
index eab39ba4ea6106542533108b7f9cabb6c560fff6..0000000000000000000000000000000000000000
--- a/support/hero/dark/v7.svg
+++ /dev/null
@@ -1,25 +0,0 @@
-<svg preserveAspectRatio="none" width="100%" height="100%" overflow="visible" style="display: block;" viewBox="0 0 135.001 233.824" fill="none" xmlns="http://www.w3.org/2000/svg" xmlns:xlink="http://www.w3.org/1999/xlink">
-<g id="Vector">
-<path d="M89.9977 25.9804L134.997 0L135.001 155.883L0.0012207 233.824V181.863L0 129.902L89.9988 77.9413L89.9977 25.9804Z" fill="var(--fill-0, #0B0F19)"/>
-<path d="M89.9977 25.9804L134.997 0L135.001 155.883L0.0012207 233.824V181.863L0 129.902L89.9988 77.9413L89.9977 25.9804Z" fill="url(#pattern0_0_28)"/>
-<path d="M89.9977 25.9804L134.997 0L135.001 155.883L0.0012207 233.824V181.863L0 129.902L89.9988 77.9413L89.9977 25.9804Z" fill="url(#paint0_linear_0_28)"/>
-</g>
-<defs>
-<linearGradient id="paint0_linear_0_28" x1="67.5003" y1="0" x2="67.5003" y2="233.824" gradientUnits="userSpaceOnUse">
-<stop offset="0.348903" stop-color="#0B0F19" stop-opacity="0"/>
-<stop offset="0.994774" stop-color="#0B0F19"/>
-</linearGradient>
-<pattern id="pattern0_0_28" patternUnits="userSpaceOnUse" patternTransform="matrix(6.48 0 0 3.73 61.0203 113.182)" preserveAspectRatio="none" viewBox="0 0 324 186.5" width="1" height="1">
-<use xlink:href="#pattern0_0_28_inner" transform="translate(-324 -186.5)"/>
-<use xlink:href="#pattern0_0_28_inner" transform="translate(0 -186.5)"/>
-<use xlink:href="#pattern0_0_28_inner" transform="translate(-324 0)"/>
-<g id="pattern0_0_28_inner">
-<g id="Frame 1" clip-path="url(#clip0_0_28)">
-<path id="Vector_2" d="M942.12 -170L-294 543.656" stroke="var(--stroke-0, #171C2E)" stroke-width="60"/>
-</g>
-</g>
-</pattern><clipPath id="clip0_0_28">
-<rect width="648" height="373" fill="white"/>
-</clipPath>
-</defs>
-</svg>
diff --git a/support/hero/dark/v8.svg b/support/hero/dark/v8.svg
deleted file mode 100644
index 9fb9957798fe6fb7920339d504f9ca3f03ae855f..0000000000000000000000000000000000000000
--- a/support/hero/dark/v8.svg
+++ /dev/null
@@ -1,25 +0,0 @@
-<svg preserveAspectRatio="none" width="100%" height="100%" overflow="visible" style="display: block;" viewBox="0 0 44.9994 129.903" fill="none" xmlns="http://www.w3.org/2000/svg" xmlns:xlink="http://www.w3.org/1999/xlink">
-<g id="Vector">
-<path d="M0.0012207 129.903V77.9412L0 25.9804L44.9994 0V103.923L0.0012207 129.903Z" fill="var(--fill-0, #0B0F19)"/>
-<path d="M0.0012207 129.903V77.9412L0 25.9804L44.9994 0V103.923L0.0012207 129.903Z" fill="url(#pattern0_0_26)"/>
-<path d="M0.0012207 129.903V77.9412L0 25.9804L44.9994 0V103.923L0.0012207 129.903Z" fill="url(#paint0_linear_0_26)"/>
-</g>
-<defs>
-<linearGradient id="paint0_linear_0_26" x1="67.5003" y1="-103.922" x2="67.5003" y2="129.903" gradientUnits="userSpaceOnUse">
-<stop stop-color="#0B0F19" stop-opacity="0"/>
-<stop offset="0.858772" stop-color="#0B0F19"/>
-</linearGradient>
-<pattern id="pattern0_0_26" patternUnits="userSpaceOnUse" patternTransform="matrix(6.48 0 0 3.73 16.0197 61.2214)" preserveAspectRatio="none" viewBox="0 0 324 186.5" width="1" height="1">
-<use xlink:href="#pattern0_0_26_inner" transform="translate(-324 -186.5)"/>
-<use xlink:href="#pattern0_0_26_inner" transform="translate(0 -186.5)"/>
-<use xlink:href="#pattern0_0_26_inner" transform="translate(-324 0)"/>
-<g id="pattern0_0_26_inner">
-<g id="Frame 1" clip-path="url(#clip0_0_26)">
-<path id="Vector_2" d="M942.12 -170L-294 543.656" stroke="var(--stroke-0, #171C2E)" stroke-width="60"/>
-</g>
-</g>
-</pattern><clipPath id="clip0_0_26">
-<rect width="648" height="373" fill="white"/>
-</clipPath>
-</defs>
-</svg>
diff --git a/support/hero/dark/v9.svg b/support/hero/dark/v9.svg
deleted file mode 100644
index 05144c255c0378925d440841e559cb7568cfd5af..0000000000000000000000000000000000000000
--- a/support/hero/dark/v9.svg
+++ /dev/null
@@ -1,25 +0,0 @@
-<svg preserveAspectRatio="none" width="100%" height="100%" overflow="visible" style="display: block;" viewBox="0 0 45.0028 181.863" fill="none" xmlns="http://www.w3.org/2000/svg" xmlns:xlink="http://www.w3.org/1999/xlink">
-<g id="Vector">
-<path d="M0 25.9804L44.9994 0L45.0028 155.883L0.00341797 181.863L0 25.9804Z" fill="var(--fill-0, #0B0F19)"/>
-<path d="M0 25.9804L44.9994 0L45.0028 155.883L0.00341797 181.863L0 25.9804Z" fill="url(#pattern0_0_16)"/>
-<path d="M0 25.9804L44.9994 0L45.0028 155.883L0.00341797 181.863L0 25.9804Z" fill="url(#paint0_linear_0_16)"/>
-</g>
-<defs>
-<linearGradient id="paint0_linear_0_16" x1="22.5014" y1="0" x2="22.5014" y2="181.863" gradientUnits="userSpaceOnUse">
-<stop offset="0.313555" stop-color="#0B0F19" stop-opacity="0"/>
-<stop offset="0.79561" stop-color="#0B0F19"/>
-</linearGradient>
-<pattern id="pattern0_0_16" patternUnits="userSpaceOnUse" patternTransform="matrix(6.48 0 0 3.73 16.0214 87.2015)" preserveAspectRatio="none" viewBox="0 0 324 186.5" width="1" height="1">
-<use xlink:href="#pattern0_0_16_inner" transform="translate(-324 -186.5)"/>
-<use xlink:href="#pattern0_0_16_inner" transform="translate(0 -186.5)"/>
-<use xlink:href="#pattern0_0_16_inner" transform="translate(-324 0)"/>
-<g id="pattern0_0_16_inner">
-<g id="Frame 1" clip-path="url(#clip0_0_16)">
-<path id="Vector_2" d="M942.12 -170L-294 543.656" stroke="var(--stroke-0, #171C2E)" stroke-width="60"/>
-</g>
-</g>
-</pattern><clipPath id="clip0_0_16">
-<rect width="648" height="373" fill="white"/>
-</clipPath>
-</defs>
-</svg>
diff --git a/support/hero/iso-grid-tile-dark.svg b/support/hero/iso-grid-tile-dark.svg
deleted file mode 100644
index af117fa7e8ecb7bebddf4e81981da3475e01732e..0000000000000000000000000000000000000000
--- a/support/hero/iso-grid-tile-dark.svg
+++ /dev/null
@@ -1,12 +0,0 @@
-<svg xmlns="http://www.w3.org/2000/svg" width="180" height="104" viewBox="0 0 180 104" fill="none">
-<g stroke="#171C2E" stroke-width="1" stroke-dasharray="3 3" fill="none">
-<line x1="0" y1="0" x2="90" y2="52"/>
-<line x1="90" y1="0" x2="180" y2="52"/>
-<line x1="0" y1="52" x2="90" y2="104"/>
-<line x1="90" y1="52" x2="180" y2="104"/>
-<line x1="90" y1="0" x2="0" y2="52"/>
-<line x1="180" y1="0" x2="90" y2="52"/>
-<line x1="90" y1="52" x2="0" y2="104"/>
-<line x1="180" y1="52" x2="90" y2="104"/>
-</g>
-</svg>
diff --git a/support/hero/iso-grid-tile.svg b/support/hero/iso-grid-tile.svg
deleted file mode 100644
index a12e0d5053ed5030e52d55ad9739bb16e5cbc8e4..0000000000000000000000000000000000000000
--- a/support/hero/iso-grid-tile.svg
+++ /dev/null
@@ -1,12 +0,0 @@
-<svg xmlns="http://www.w3.org/2000/svg" width="180" height="104" viewBox="0 0 180 104" fill="none">
-<g stroke="rgba(229,231,235,0.7)" stroke-width="1" stroke-dasharray="3 3" fill="none">
-<line x1="0" y1="0" x2="90" y2="52"/>
-<line x1="90" y1="0" x2="180" y2="52"/>
-<line x1="0" y1="52" x2="90" y2="104"/>
-<line x1="90" y1="52" x2="180" y2="104"/>
-<line x1="90" y1="0" x2="0" y2="52"/>
-<line x1="180" y1="0" x2="90" y2="52"/>
-<line x1="90" y1="52" x2="0" y2="104"/>
-<line x1="180" y1="52" x2="90" y2="104"/>
-</g>
-</svg>
diff --git a/support/hero/lines/v1.svg b/support/hero/lines/v1.svg
deleted file mode 100644
index 7ceb7099039d129c55c13b6bad26c53990a6cd2c..0000000000000000000000000000000000000000
--- a/support/hero/lines/v1.svg
+++ /dev/null
@@ -1,25 +0,0 @@
-<svg preserveAspectRatio="none" width="100%" height="100%" overflow="visible" style="display: block;" viewBox="0 0 90.1249 260.032" fill="none" xmlns="http://www.w3.org/2000/svg" xmlns:xlink="http://www.w3.org/1999/xlink">
-<g id="Vector">
-<path d="M45.0904 26.0323L90.0904 0.0521851L90.1163 156.037L90.1249 208.032L45.0904 234.032L0.0559082 260.032V208.032L45.0904 182.032V26.0323Z" fill="var(--fill-0, white)"/>
-<path d="M45.0904 26.0323L90.0904 0.0521851L90.1163 156.037L90.1249 208.032L45.0904 234.032L0.0559082 260.032V208.032L45.0904 182.032V26.0323Z" fill="url(#pattern0_0_24)"/>
-<path d="M45.0904 26.0323L90.0904 0.0521851L90.1163 156.037L90.1249 208.032L45.0904 234.032L0.0559082 260.032V208.032L45.0904 182.032V26.0323Z" fill="url(#paint0_linear_0_24)"/>
-</g>
-<defs>
-<linearGradient id="paint0_linear_0_24" x1="45.0624" y1="0" x2="45.0624" y2="260.032" gradientUnits="userSpaceOnUse">
-<stop offset="0.313555" stop-color="white" stop-opacity="0"/>
-<stop offset="1" stop-color="white"/>
-</linearGradient>
-<pattern id="pattern0_0_24" patternUnits="userSpaceOnUse" patternTransform="matrix(6.48 0 0 3.73 38.5824 126.286)" preserveAspectRatio="none" viewBox="0 0 324 186.5" width="1" height="1">
-<use xlink:href="#pattern0_0_24_inner" transform="translate(-324 -186.5)"/>
-<use xlink:href="#pattern0_0_24_inner" transform="translate(0 -186.5)"/>
-<use xlink:href="#pattern0_0_24_inner" transform="translate(-324 0)"/>
-<g id="pattern0_0_24_inner">
-<g id="Frame 1" clip-path="url(#clip0_0_24)">
-<path id="Vector_2" d="M942.12 -170L-294 543.656" stroke="var(--stroke-0, #DFE5EE)" stroke-width="60"/>
-</g>
-</g>
-</pattern><clipPath id="clip0_0_24">
-<rect width="648" height="373" fill="white"/>
-</clipPath>
-</defs>
-</svg>
diff --git a/support/hero/lines/v10.svg b/support/hero/lines/v10.svg
deleted file mode 100644
index ce777bd17cb3b502f6589d76c2cb5629df79d2a2..0000000000000000000000000000000000000000
--- a/support/hero/lines/v10.svg
+++ /dev/null
@@ -1,25 +0,0 @@
-<svg preserveAspectRatio="none" width="100%" height="100%" overflow="visible" style="display: block;" viewBox="0 0 45.0028 181.863" fill="none" xmlns="http://www.w3.org/2000/svg" xmlns:xlink="http://www.w3.org/1999/xlink">
-<g id="Vector">
-<path d="M0 25.9804L44.9994 0L45.0028 155.883L0.00341797 181.863L0 25.9804Z" fill="var(--fill-0, white)"/>
-<path d="M0 25.9804L44.9994 0L45.0028 155.883L0.00341797 181.863L0 25.9804Z" fill="url(#pattern0_0_12)"/>
-<path d="M0 25.9804L44.9994 0L45.0028 155.883L0.00341797 181.863L0 25.9804Z" fill="url(#paint0_linear_0_12)"/>
-</g>
-<defs>
-<linearGradient id="paint0_linear_0_12" x1="22.5014" y1="0" x2="22.5014" y2="181.863" gradientUnits="userSpaceOnUse">
-<stop offset="0.313555" stop-color="white" stop-opacity="0"/>
-<stop offset="0.79561" stop-color="white"/>
-</linearGradient>
-<pattern id="pattern0_0_12" patternUnits="userSpaceOnUse" patternTransform="matrix(6.48 0 0 3.73 16.0214 87.2015)" preserveAspectRatio="none" viewBox="0 0 324 186.5" width="1" height="1">
-<use xlink:href="#pattern0_0_12_inner" transform="translate(-324 -186.5)"/>
-<use xlink:href="#pattern0_0_12_inner" transform="translate(0 -186.5)"/>
-<use xlink:href="#pattern0_0_12_inner" transform="translate(-324 0)"/>
-<g id="pattern0_0_12_inner">
-<g id="Frame 1" clip-path="url(#clip0_0_12)">
-<path id="Vector_2" d="M942.12 -170L-294 543.656" stroke="var(--stroke-0, #DFE5EE)" stroke-width="60"/>
-</g>
-</g>
-</pattern><clipPath id="clip0_0_12">
-<rect width="648" height="373" fill="white"/>
-</clipPath>
-</defs>
-</svg>
diff --git a/support/hero/lines/v11.svg b/support/hero/lines/v11.svg
deleted file mode 100644
index e75e51d4e13f5fcb7b44f37b2be9900870c4813c..0000000000000000000000000000000000000000
--- a/support/hero/lines/v11.svg
+++ /dev/null
@@ -1,25 +0,0 @@
-<svg preserveAspectRatio="none" width="100%" height="100%" overflow="visible" style="display: block;" viewBox="0 0 45.0345 78" fill="none" xmlns="http://www.w3.org/2000/svg" xmlns:xlink="http://www.w3.org/1999/xlink">
-<g id="Vector">
-<path d="M0 26L45.0345 0V52L0 78V26Z" fill="var(--fill-0, white)"/>
-<path d="M0 26L45.0345 0V52L0 78V26Z" fill="url(#pattern0_0_11)"/>
-<path d="M0 26L45.0345 0V52L0 78V26Z" fill="url(#paint0_linear_0_11)"/>
-</g>
-<defs>
-<linearGradient id="paint0_linear_0_11" x1="22.5172" y1="0" x2="22.5172" y2="78" gradientUnits="userSpaceOnUse">
-<stop offset="0.313555" stop-color="white" stop-opacity="0"/>
-<stop offset="0.79561" stop-color="white"/>
-</linearGradient>
-<pattern id="pattern0_0_11" patternUnits="userSpaceOnUse" patternTransform="matrix(6.48 0 0 3.73 16.0372 35.27)" preserveAspectRatio="none" viewBox="0 0 324 186.5" width="1" height="1">
-<use xlink:href="#pattern0_0_11_inner" transform="translate(-324 -186.5)"/>
-<use xlink:href="#pattern0_0_11_inner" transform="translate(0 -186.5)"/>
-<use xlink:href="#pattern0_0_11_inner" transform="translate(-324 0)"/>
-<g id="pattern0_0_11_inner">
-<g id="Frame 1" clip-path="url(#clip0_0_11)">
-<path id="Vector_2" d="M942.12 -170L-294 543.656" stroke="var(--stroke-0, #DFE5EE)" stroke-width="60"/>
-</g>
-</g>
-</pattern><clipPath id="clip0_0_11">
-<rect width="648" height="373" fill="white"/>
-</clipPath>
-</defs>
-</svg>
diff --git a/support/hero/lines/v12.svg b/support/hero/lines/v12.svg
deleted file mode 100644
index 6472c2948f7323ecd14b16d6534bd812d4f4c27e..0000000000000000000000000000000000000000
--- a/support/hero/lines/v12.svg
+++ /dev/null
@@ -1,25 +0,0 @@
-<svg preserveAspectRatio="none" width="100%" height="100%" overflow="visible" style="display: block;" viewBox="0 0 45.0345 78" fill="none" xmlns="http://www.w3.org/2000/svg" xmlns:xlink="http://www.w3.org/1999/xlink">
-<g id="Vector">
-<path d="M0 26L45.0345 0V52L0 78V26Z" fill="var(--fill-0, white)"/>
-<path d="M0 26L45.0345 0V52L0 78V26Z" fill="url(#pattern0_0_13)"/>
-<path d="M0 26L45.0345 0V52L0 78V26Z" fill="url(#paint0_linear_0_13)"/>
-</g>
-<defs>
-<linearGradient id="paint0_linear_0_13" x1="22.5172" y1="0" x2="22.5172" y2="78" gradientUnits="userSpaceOnUse">
-<stop offset="0.313555" stop-color="white" stop-opacity="0"/>
-<stop offset="0.79561" stop-color="white"/>
-</linearGradient>
-<pattern id="pattern0_0_13" patternUnits="userSpaceOnUse" patternTransform="matrix(6.48 0 0 3.73 16.0372 35.27)" preserveAspectRatio="none" viewBox="0 0 324 186.5" width="1" height="1">
-<use xlink:href="#pattern0_0_13_inner" transform="translate(-324 -186.5)"/>
-<use xlink:href="#pattern0_0_13_inner" transform="translate(0 -186.5)"/>
-<use xlink:href="#pattern0_0_13_inner" transform="translate(-324 0)"/>
-<g id="pattern0_0_13_inner">
-<g id="Frame 1" clip-path="url(#clip0_0_13)">
-<path id="Vector_2" d="M942.12 -170L-294 543.656" stroke="var(--stroke-0, #DFE5EE)" stroke-width="60"/>
-</g>
-</g>
-</pattern><clipPath id="clip0_0_13">
-<rect width="648" height="373" fill="white"/>
-</clipPath>
-</defs>
-</svg>
diff --git a/support/hero/lines/v13.svg b/support/hero/lines/v13.svg
deleted file mode 100644
index 5b8eaf87b1899693b02fc998657f49661dd86c76..0000000000000000000000000000000000000000
--- a/support/hero/lines/v13.svg
+++ /dev/null
@@ -1,25 +0,0 @@
-<svg preserveAspectRatio="none" width="100%" height="100%" overflow="visible" style="display: block;" viewBox="0 0 45.0345 129.98" fill="none" xmlns="http://www.w3.org/2000/svg" xmlns:xlink="http://www.w3.org/1999/xlink">
-<g id="Vector">
-<path d="M0 25.9801L45 0L45.0345 103.98L0 129.98V25.9801Z" fill="var(--fill-0, white)"/>
-<path d="M0 25.9801L45 0L45.0345 103.98L0 129.98V25.9801Z" fill="url(#pattern0_0_9)"/>
-<path d="M0 25.9801L45 0L45.0345 103.98L0 129.98V25.9801Z" fill="url(#paint0_linear_0_9)"/>
-</g>
-<defs>
-<linearGradient id="paint0_linear_0_9" x1="22.5172" y1="0" x2="22.5172" y2="129.98" gradientUnits="userSpaceOnUse">
-<stop offset="0.313555" stop-color="white" stop-opacity="0"/>
-<stop offset="0.867989" stop-color="white"/>
-</linearGradient>
-<pattern id="pattern0_0_9" patternUnits="userSpaceOnUse" patternTransform="matrix(6.48 0 0 3.73 16.0372 61.2601)" preserveAspectRatio="none" viewBox="0 0 324 186.5" width="1" height="1">
-<use xlink:href="#pattern0_0_9_inner" transform="translate(-324 -186.5)"/>
-<use xlink:href="#pattern0_0_9_inner" transform="translate(0 -186.5)"/>
-<use xlink:href="#pattern0_0_9_inner" transform="translate(-324 0)"/>
-<g id="pattern0_0_9_inner">
-<g id="Frame 1" clip-path="url(#clip0_0_9)">
-<path id="Vector_2" d="M942.12 -170L-294 543.656" stroke="var(--stroke-0, #DFE5EE)" stroke-width="60"/>
-</g>
-</g>
-</pattern><clipPath id="clip0_0_9">
-<rect width="648" height="373" fill="white"/>
-</clipPath>
-</defs>
-</svg>
diff --git a/support/hero/lines/v14.svg b/support/hero/lines/v14.svg
deleted file mode 100644
index b8dd42d6e8d9bf7aa0004432ffef4e3daa57c9a9..0000000000000000000000000000000000000000
--- a/support/hero/lines/v14.svg
+++ /dev/null
@@ -1,25 +0,0 @@
-<svg preserveAspectRatio="none" width="100%" height="100%" overflow="visible" style="display: block;" viewBox="0 0 45.0345 129.98" fill="none" xmlns="http://www.w3.org/2000/svg" xmlns:xlink="http://www.w3.org/1999/xlink">
-<g id="Vector">
-<path d="M0 25.9801L45 0L45.0345 103.98L0 129.98V25.9801Z" fill="var(--fill-0, white)"/>
-<path d="M0 25.9801L45 0L45.0345 103.98L0 129.98V25.9801Z" fill="url(#pattern0_0_18)"/>
-<path d="M0 25.9801L45 0L45.0345 103.98L0 129.98V25.9801Z" fill="url(#paint0_linear_0_18)"/>
-</g>
-<defs>
-<linearGradient id="paint0_linear_0_18" x1="22.5172" y1="0" x2="22.5172" y2="129.98" gradientUnits="userSpaceOnUse">
-<stop offset="0.313555" stop-color="white" stop-opacity="0"/>
-<stop offset="0.867989" stop-color="white"/>
-</linearGradient>
-<pattern id="pattern0_0_18" patternUnits="userSpaceOnUse" patternTransform="matrix(6.48 0 0 3.73 16.0372 61.2601)" preserveAspectRatio="none" viewBox="0 0 324 186.5" width="1" height="1">
-<use xlink:href="#pattern0_0_18_inner" transform="translate(-324 -186.5)"/>
-<use xlink:href="#pattern0_0_18_inner" transform="translate(0 -186.5)"/>
-<use xlink:href="#pattern0_0_18_inner" transform="translate(-324 0)"/>
-<g id="pattern0_0_18_inner">
-<g id="Frame 1" clip-path="url(#clip0_0_18)">
-<path id="Vector_2" d="M942.12 -170L-294 543.656" stroke="var(--stroke-0, #DFE5EE)" stroke-width="60"/>
-</g>
-</g>
-</pattern><clipPath id="clip0_0_18">
-<rect width="648" height="373" fill="white"/>
-</clipPath>
-</defs>
-</svg>
diff --git a/support/hero/lines/v15.svg b/support/hero/lines/v15.svg
deleted file mode 100644
index 9d435fa81f92467e994f451896c7d4169119dc2b..0000000000000000000000000000000000000000
--- a/support/hero/lines/v15.svg
+++ /dev/null
@@ -1,25 +0,0 @@
-<svg preserveAspectRatio="none" width="100%" height="100%" overflow="visible" style="display: block;" viewBox="0 0 45.0345 78" fill="none" xmlns="http://www.w3.org/2000/svg" xmlns:xlink="http://www.w3.org/1999/xlink">
-<g id="Vector">
-<path d="M0 26L45.0345 0V52L0 78V26Z" fill="var(--fill-0, white)"/>
-<path d="M0 26L45.0345 0V52L0 78V26Z" fill="url(#pattern0_0_8)"/>
-<path d="M0 26L45.0345 0V52L0 78V26Z" fill="url(#paint0_linear_0_8)"/>
-</g>
-<defs>
-<linearGradient id="paint0_linear_0_8" x1="22.5172" y1="0" x2="22.5172" y2="78" gradientUnits="userSpaceOnUse">
-<stop offset="0.313555" stop-color="white" stop-opacity="0"/>
-<stop offset="1" stop-color="white"/>
-</linearGradient>
-<pattern id="pattern0_0_8" patternUnits="userSpaceOnUse" patternTransform="matrix(6.48 0 0 3.73 16.0372 35.27)" preserveAspectRatio="none" viewBox="0 0 324 186.5" width="1" height="1">
-<use xlink:href="#pattern0_0_8_inner" transform="translate(-324 -186.5)"/>
-<use xlink:href="#pattern0_0_8_inner" transform="translate(0 -186.5)"/>
-<use xlink:href="#pattern0_0_8_inner" transform="translate(-324 0)"/>
-<g id="pattern0_0_8_inner">
-<g id="Frame 1" clip-path="url(#clip0_0_8)">
-<path id="Vector_2" d="M942.12 -170L-294 543.656" stroke="var(--stroke-0, #DFE5EE)" stroke-width="60"/>
-</g>
-</g>
-</pattern><clipPath id="clip0_0_8">
-<rect width="648" height="373" fill="white"/>
-</clipPath>
-</defs>
-</svg>
diff --git a/support/hero/lines/v16.svg b/support/hero/lines/v16.svg
deleted file mode 100644
index c68b6bf4f2a0e55b414b7821ef962afd3dd2b7e5..0000000000000000000000000000000000000000
--- a/support/hero/lines/v16.svg
+++ /dev/null
@@ -1,25 +0,0 @@
-<svg preserveAspectRatio="none" width="100%" height="100%" overflow="visible" style="display: block;" viewBox="0 0 45.0345 78" fill="none" xmlns="http://www.w3.org/2000/svg" xmlns:xlink="http://www.w3.org/1999/xlink">
-<g id="Vector">
-<path d="M0 26L45.0345 0V52L0 78V26Z" fill="var(--fill-0, white)"/>
-<path d="M0 26L45.0345 0V52L0 78V26Z" fill="url(#pattern0_0_7)"/>
-<path d="M0 26L45.0345 0V52L0 78V26Z" fill="url(#paint0_linear_0_7)"/>
-</g>
-<defs>
-<linearGradient id="paint0_linear_0_7" x1="22.5172" y1="0" x2="22.5172" y2="78" gradientUnits="userSpaceOnUse">
-<stop offset="0.313555" stop-color="white" stop-opacity="0"/>
-<stop offset="1" stop-color="white"/>
-</linearGradient>
-<pattern id="pattern0_0_7" patternUnits="userSpaceOnUse" patternTransform="matrix(6.48 0 0 3.73 16.0372 35.27)" preserveAspectRatio="none" viewBox="0 0 324 186.5" width="1" height="1">
-<use xlink:href="#pattern0_0_7_inner" transform="translate(-324 -186.5)"/>
-<use xlink:href="#pattern0_0_7_inner" transform="translate(0 -186.5)"/>
-<use xlink:href="#pattern0_0_7_inner" transform="translate(-324 0)"/>
-<g id="pattern0_0_7_inner">
-<g id="Frame 1" clip-path="url(#clip0_0_7)">
-<path id="Vector_2" d="M942.12 -170L-294 543.656" stroke="var(--stroke-0, #DFE5EE)" stroke-width="60"/>
-</g>
-</g>
-</pattern><clipPath id="clip0_0_7">
-<rect width="648" height="373" fill="white"/>
-</clipPath>
-</defs>
-</svg>
diff --git a/support/hero/lines/v17.svg b/support/hero/lines/v17.svg
deleted file mode 100644
index be6b39aa95eeee65bdebd5a28f1d255b9d32f17e..0000000000000000000000000000000000000000
--- a/support/hero/lines/v17.svg
+++ /dev/null
@@ -1,25 +0,0 @@
-<svg preserveAspectRatio="none" width="100%" height="100%" overflow="visible" style="display: block;" viewBox="0 0 45.0345 78" fill="none" xmlns="http://www.w3.org/2000/svg" xmlns:xlink="http://www.w3.org/1999/xlink">
-<g id="Vector">
-<path d="M0 78L45.0345 52V0L0 26V78Z" fill="var(--fill-0, white)"/>
-<path d="M0 78L45.0345 52V0L0 26V78Z" fill="url(#pattern0_0_21)"/>
-<path d="M0 78L45.0345 52V0L0 26V78Z" fill="url(#paint0_linear_0_21)"/>
-</g>
-<defs>
-<linearGradient id="paint0_linear_0_21" x1="45.0065" y1="-182.032" x2="45.0065" y2="78" gradientUnits="userSpaceOnUse">
-<stop offset="0.703779" stop-color="white" stop-opacity="0"/>
-<stop offset="1" stop-color="white"/>
-</linearGradient>
-<pattern id="pattern0_0_21" patternUnits="userSpaceOnUse" patternTransform="matrix(6.48 0 0 3.73 16.0372 35.27)" preserveAspectRatio="none" viewBox="0 0 324 186.5" width="1" height="1">
-<use xlink:href="#pattern0_0_21_inner" transform="translate(-324 -186.5)"/>
-<use xlink:href="#pattern0_0_21_inner" transform="translate(0 -186.5)"/>
-<use xlink:href="#pattern0_0_21_inner" transform="translate(-324 0)"/>
-<g id="pattern0_0_21_inner">
-<g id="Frame 1" clip-path="url(#clip0_0_21)">
-<path id="Vector_2" d="M942.12 -170L-294 543.656" stroke="var(--stroke-0, #DFE5EE)" stroke-width="60"/>
-</g>
-</g>
-</pattern><clipPath id="clip0_0_21">
-<rect width="648" height="373" fill="white"/>
-</clipPath>
-</defs>
-</svg>
diff --git a/support/hero/lines/v18.svg b/support/hero/lines/v18.svg
deleted file mode 100644
index d0d0039fbc444039f5f3d2ccfaae4540d89fccef..0000000000000000000000000000000000000000
--- a/support/hero/lines/v18.svg
+++ /dev/null
@@ -1,25 +0,0 @@
-<svg preserveAspectRatio="none" width="100%" height="100%" overflow="visible" style="display: block;" viewBox="0 0 45.0345 181.98" fill="none" xmlns="http://www.w3.org/2000/svg" xmlns:xlink="http://www.w3.org/1999/xlink">
-<g id="Vector">
-<path d="M0 25.9801L45 0L45.0345 155.98L0 181.98V25.9801Z" fill="var(--fill-0, white)"/>
-<path d="M0 25.9801L45 0L45.0345 155.98L0 181.98V25.9801Z" fill="url(#pattern0_0_20)"/>
-<path d="M0 25.9801L45 0L45.0345 155.98L0 181.98V25.9801Z" fill="url(#paint0_linear_0_20)"/>
-</g>
-<defs>
-<linearGradient id="paint0_linear_0_20" x1="-0.0281378" y1="-0.0522461" x2="-0.0281378" y2="259.98" gradientUnits="userSpaceOnUse">
-<stop offset="0.313555" stop-color="white" stop-opacity="0"/>
-<stop offset="1" stop-color="white"/>
-</linearGradient>
-<pattern id="pattern0_0_20" patternUnits="userSpaceOnUse" patternTransform="matrix(6.48 0 0 3.73 16.0372 87.26)" preserveAspectRatio="none" viewBox="0 0 324 186.5" width="1" height="1">
-<use xlink:href="#pattern0_0_20_inner" transform="translate(-324 -186.5)"/>
-<use xlink:href="#pattern0_0_20_inner" transform="translate(0 -186.5)"/>
-<use xlink:href="#pattern0_0_20_inner" transform="translate(-324 0)"/>
-<g id="pattern0_0_20_inner">
-<g id="Frame 1" clip-path="url(#clip0_0_20)">
-<path id="Vector_2" d="M942.12 -170L-294 543.656" stroke="var(--stroke-0, #DFE5EE)" stroke-width="60"/>
-</g>
-</g>
-</pattern><clipPath id="clip0_0_20">
-<rect width="648" height="373" fill="white"/>
-</clipPath>
-</defs>
-</svg>
diff --git a/support/hero/lines/v19.svg b/support/hero/lines/v19.svg
deleted file mode 100644
index 54900bb8489f87004abc4cf961c12ad0792f106b..0000000000000000000000000000000000000000
--- a/support/hero/lines/v19.svg
+++ /dev/null
@@ -1,3 +0,0 @@
-<svg preserveAspectRatio="none" width="100%" height="100%" overflow="visible" style="display: block;" viewBox="0 0 90 51.9608" fill="none" xmlns="http://www.w3.org/2000/svg">
-<path id="Vector" d="M90 25.9804L44.9994 0L0 25.9804L45.0006 51.9608L90 25.9804Z" fill="#FBFCFC"/>
-</svg>
diff --git a/support/hero/lines/v2.svg b/support/hero/lines/v2.svg
deleted file mode 100644
index 50f5090fae4bfe74af53fa2f488fd2c17323aa34..0000000000000000000000000000000000000000
--- a/support/hero/lines/v2.svg
+++ /dev/null
@@ -1,3 +0,0 @@
-<svg preserveAspectRatio="none" width="100%" height="100%" overflow="visible" style="display: block;" viewBox="0 0 90 51.9608" fill="none" xmlns="http://www.w3.org/2000/svg">
-<path id="Vector" d="M90 25.9804L45.0006 51.9608L0 25.9804L44.9994 0L90 25.9804Z" fill="#FBFCFC"/>
-</svg>
diff --git a/support/hero/lines/v20.svg b/support/hero/lines/v20.svg
deleted file mode 100644
index f7ad6ede08acecbbff2d70e75cbf36e76c2de13d..0000000000000000000000000000000000000000
--- a/support/hero/lines/v20.svg
+++ /dev/null
@@ -1,3 +0,0 @@
-<svg preserveAspectRatio="none" width="100%" height="100%" overflow="visible" style="display: block;" viewBox="0 0 90 51.9609" fill="none" xmlns="http://www.w3.org/2000/svg">
-<path id="Vector" d="M90 25.9804L44.9994 0L0 25.9804L45.0006 51.9609L90 25.9804Z" fill="#FBFCFC"/>
-</svg>
diff --git a/support/hero/lines/v21.svg b/support/hero/lines/v21.svg
deleted file mode 100644
index 0ee82c8ec28e5c7b7c658dddf99f6cac5fe4d010..0000000000000000000000000000000000000000
--- a/support/hero/lines/v21.svg
+++ /dev/null
@@ -1,3 +0,0 @@
-<svg preserveAspectRatio="none" width="100%" height="100%" overflow="visible" style="display: block;" viewBox="0 0 90.069 52" fill="none" xmlns="http://www.w3.org/2000/svg">
-<path id="Vector" d="M0 26L45.0345 0L90.069 26L45.0345 52L0 26Z" fill="#FBFCFC"/>
-</svg>
diff --git a/support/hero/lines/v22.svg b/support/hero/lines/v22.svg
deleted file mode 100644
index 7494a2a90280f3cc3158a13a0702c7dceac31403..0000000000000000000000000000000000000000
--- a/support/hero/lines/v22.svg
+++ /dev/null
@@ -1,3 +0,0 @@
-<svg preserveAspectRatio="none" width="100%" height="100%" overflow="visible" style="display: block;" viewBox="0 0 90.0345 51.9801" fill="none" xmlns="http://www.w3.org/2000/svg">
-<path id="Vector" d="M0 25.9801L45 0L90.0345 26L45.0345 51.9801L0 25.9801Z" fill="#FBFCFC"/>
-</svg>
diff --git a/support/hero/lines/v23.svg b/support/hero/lines/v23.svg
deleted file mode 100644
index 7e2174dbbeb314e3aee80adacd241cb8810e9fca..0000000000000000000000000000000000000000
--- a/support/hero/lines/v23.svg
+++ /dev/null
@@ -1,3 +0,0 @@
-<svg preserveAspectRatio="none" width="100%" height="100%" overflow="visible" style="display: block;" viewBox="0 0 90.069 52" fill="none" xmlns="http://www.w3.org/2000/svg">
-<path id="Vector" d="M90.069 26L45.0345 0L0 26L45.0345 52L90.069 26Z" fill="#FBFCFC"/>
-</svg>
diff --git a/support/hero/lines/v24.svg b/support/hero/lines/v24.svg
deleted file mode 100644
index 80684a968a81a9a219cbd763b1534a54690931bf..0000000000000000000000000000000000000000
--- a/support/hero/lines/v24.svg
+++ /dev/null
@@ -1,3 +0,0 @@
-<svg preserveAspectRatio="none" width="100%" height="100%" overflow="visible" style="display: block;" viewBox="0 0 90.0904 52.0124" fill="none" xmlns="http://www.w3.org/2000/svg">
-<path id="Vector" d="M0 25.9801L45 0L90.0904 26.0323L45.0904 52.0124L0 25.9801Z" fill="#FBFCFC"/>
-</svg>
diff --git a/support/hero/lines/v3.svg b/support/hero/lines/v3.svg
deleted file mode 100644
index 3f14144bd39a5217d125cd0596835998122f8db7..0000000000000000000000000000000000000000
--- a/support/hero/lines/v3.svg
+++ /dev/null
@@ -1,25 +0,0 @@
-<svg preserveAspectRatio="none" width="100%" height="100%" overflow="visible" style="display: block;" viewBox="0 0 45.0005 77.9412" fill="none" xmlns="http://www.w3.org/2000/svg" xmlns:xlink="http://www.w3.org/1999/xlink">
-<g id="Vector">
-<path d="M0 25.9804L44.9994 0L45.0005 51.9608L0.00109863 77.9412L0 25.9804Z" fill="var(--fill-0, white)"/>
-<path d="M0 25.9804L44.9994 0L45.0005 51.9608L0.00109863 77.9412L0 25.9804Z" fill="url(#pattern0_0_15)"/>
-<path d="M0 25.9804L44.9994 0L45.0005 51.9608L0.00109863 77.9412L0 25.9804Z" fill="url(#paint0_linear_0_15)"/>
-</g>
-<defs>
-<linearGradient id="paint0_linear_0_15" x1="-0.00158795" y1="-181.863" x2="-0.00158795" y2="77.9412" gradientUnits="userSpaceOnUse">
-<stop offset="0.284852" stop-color="white" stop-opacity="0"/>
-<stop offset="1" stop-color="white"/>
-</linearGradient>
-<pattern id="pattern0_0_15" patternUnits="userSpaceOnUse" patternTransform="matrix(8.424 0 0 4.849 16.0202 35.2406)" preserveAspectRatio="none" viewBox="0 0 421.2 242.45" width="1" height="1">
-<use xlink:href="#pattern0_0_15_inner" transform="translate(-421.2 -242.45)"/>
-<use xlink:href="#pattern0_0_15_inner" transform="translate(0 -242.45)"/>
-<use xlink:href="#pattern0_0_15_inner" transform="translate(-421.2 0)"/>
-<g id="pattern0_0_15_inner">
-<g id="Frame 1" clip-path="url(#clip0_0_15)">
-<path id="Vector_2" d="M942.12 -170L-294 543.656" stroke="var(--stroke-0, #DFE5EE)" stroke-width="60"/>
-</g>
-</g>
-</pattern><clipPath id="clip0_0_15">
-<rect width="648" height="373" fill="white"/>
-</clipPath>
-</defs>
-</svg>
diff --git a/support/hero/lines/v4.svg b/support/hero/lines/v4.svg
deleted file mode 100644
index f7f2fb8547c2f3e90bd994c2b4308a1772ee1c34..0000000000000000000000000000000000000000
--- a/support/hero/lines/v4.svg
+++ /dev/null
@@ -1,25 +0,0 @@
-<svg preserveAspectRatio="none" width="100%" height="100%" overflow="visible" style="display: block;" viewBox="0 0 90.0046 259.804" fill="none" xmlns="http://www.w3.org/2000/svg" xmlns:xlink="http://www.w3.org/1999/xlink">
-<g id="Vector">
-<path d="M44.9994 0L45.0042 207.843L90.0035 181.863L90.0046 233.824L45.0052 259.804L45.0042 207.843L0.00476074 233.824L0 25.9804L44.9994 0Z" fill="var(--fill-0, white)"/>
-<path d="M44.9994 0L45.0042 207.843L90.0035 181.863L90.0046 233.824L45.0052 259.804L45.0042 207.843L0.00476074 233.824L0 25.9804L44.9994 0Z" fill="url(#pattern0_0_14)"/>
-<path d="M44.9994 0L45.0042 207.843L90.0035 181.863L90.0046 233.824L45.0052 259.804L45.0042 207.843L0.00476074 233.824L0 25.9804L44.9994 0Z" fill="url(#paint0_linear_0_14)"/>
-</g>
-<defs>
-<linearGradient id="paint0_linear_0_14" x1="45.0023" y1="0" x2="45.0023" y2="259.804" gradientUnits="userSpaceOnUse">
-<stop offset="0.284852" stop-color="white" stop-opacity="0"/>
-<stop offset="1" stop-color="white"/>
-</linearGradient>
-<pattern id="pattern0_0_14" patternUnits="userSpaceOnUse" patternTransform="matrix(6.48 0 0 3.73 38.5223 126.172)" preserveAspectRatio="none" viewBox="0 0 324 186.5" width="1" height="1">
-<use xlink:href="#pattern0_0_14_inner" transform="translate(-324 -186.5)"/>
-<use xlink:href="#pattern0_0_14_inner" transform="translate(0 -186.5)"/>
-<use xlink:href="#pattern0_0_14_inner" transform="translate(-324 0)"/>
-<g id="pattern0_0_14_inner">
-<g id="Frame 1" clip-path="url(#clip0_0_14)">
-<path id="Vector_2" d="M942.12 -170L-294 543.656" stroke="var(--stroke-0, #DFE5EE)" stroke-width="60"/>
-</g>
-</g>
-</pattern><clipPath id="clip0_0_14">
-<rect width="648" height="373" fill="white"/>
-</clipPath>
-</defs>
-</svg>
diff --git a/support/hero/lines/v5.svg b/support/hero/lines/v5.svg
deleted file mode 100644
index 851675418568ef2b53d0e8d7890bd04b226f8849..0000000000000000000000000000000000000000
--- a/support/hero/lines/v5.svg
+++ /dev/null
@@ -1,25 +0,0 @@
-<svg preserveAspectRatio="none" width="100%" height="100%" overflow="visible" style="display: block;" viewBox="0 0 45.0042 233.824" fill="none" xmlns="http://www.w3.org/2000/svg" xmlns:xlink="http://www.w3.org/1999/xlink">
-<g id="Vector">
-<path d="M45.0042 207.843L44.9994 0L0 25.9804L0.00476074 233.824L45.0042 207.843Z" fill="var(--fill-0, white)"/>
-<path d="M45.0042 207.843L44.9994 0L0 25.9804L0.00476074 233.824L45.0042 207.843Z" fill="url(#pattern0_0_19)"/>
-<path d="M45.0042 207.843L44.9994 0L0 25.9804L0.00476074 233.824L45.0042 207.843Z" fill="url(#paint0_linear_0_19)"/>
-</g>
-<defs>
-<linearGradient id="paint0_linear_0_19" x1="45.0023" y1="0" x2="45.0023" y2="259.804" gradientUnits="userSpaceOnUse">
-<stop offset="0.284852" stop-color="white" stop-opacity="0"/>
-<stop offset="1" stop-color="white"/>
-</linearGradient>
-<pattern id="pattern0_0_19" patternUnits="userSpaceOnUse" patternTransform="matrix(6.48 0 0 3.73 16.0221 113.182)" preserveAspectRatio="none" viewBox="0 0 324 186.5" width="1" height="1">
-<use xlink:href="#pattern0_0_19_inner" transform="translate(-324 -186.5)"/>
-<use xlink:href="#pattern0_0_19_inner" transform="translate(0 -186.5)"/>
-<use xlink:href="#pattern0_0_19_inner" transform="translate(-324 0)"/>
-<g id="pattern0_0_19_inner">
-<g id="Frame 1" clip-path="url(#clip0_0_19)">
-<path id="Vector_2" d="M942.12 -170L-294 543.656" stroke="var(--stroke-0, #DFE5EE)" stroke-width="60"/>
-</g>
-</g>
-</pattern><clipPath id="clip0_0_19">
-<rect width="648" height="373" fill="white"/>
-</clipPath>
-</defs>
-</svg>
diff --git a/support/hero/lines/v6.svg b/support/hero/lines/v6.svg
deleted file mode 100644
index b517b2ee2fed7c5fca14f74a0a481d3346d071a9..0000000000000000000000000000000000000000
--- a/support/hero/lines/v6.svg
+++ /dev/null
@@ -1,25 +0,0 @@
-<svg preserveAspectRatio="none" width="100%" height="100%" overflow="visible" style="display: block;" viewBox="0 0 45.003 181.863" fill="none" xmlns="http://www.w3.org/2000/svg" xmlns:xlink="http://www.w3.org/1999/xlink">
-<g id="Vector">
-<path d="M45.003 155.883L0.00357056 181.863L0.00119019 77.9413L0 25.9804L44.9994 0L45.0006 51.9609L0.00119019 77.9413L45.003 155.883Z" fill="var(--fill-0, white)"/>
-<path d="M45.003 155.883L0.00357056 181.863L0.00119019 77.9413L0 25.9804L44.9994 0L45.0006 51.9609L0.00119019 77.9413L45.003 155.883Z" fill="url(#pattern0_0_22)"/>
-<path d="M45.003 155.883L0.00357056 181.863L0.00119019 77.9413L0 25.9804L44.9994 0L45.0006 51.9609L0.00119019 77.9413L45.003 155.883Z" fill="url(#paint0_linear_0_22)"/>
-</g>
-<defs>
-<linearGradient id="paint0_linear_0_22" x1="45.0013" y1="-51.9608" x2="45.0013" y2="207.843" gradientUnits="userSpaceOnUse">
-<stop offset="0.284852" stop-color="white" stop-opacity="0"/>
-<stop offset="1" stop-color="white"/>
-</linearGradient>
-<pattern id="pattern0_0_22" patternUnits="userSpaceOnUse" patternTransform="matrix(6.48 0 0 3.73 16.0215 87.2015)" preserveAspectRatio="none" viewBox="0 0 324 186.5" width="1" height="1">
-<use xlink:href="#pattern0_0_22_inner" transform="translate(-324 -186.5)"/>
-<use xlink:href="#pattern0_0_22_inner" transform="translate(0 -186.5)"/>
-<use xlink:href="#pattern0_0_22_inner" transform="translate(-324 0)"/>
-<g id="pattern0_0_22_inner">
-<g id="Frame 1" clip-path="url(#clip0_0_22)">
-<path id="Vector_2" d="M942.12 -170L-294 543.656" stroke="var(--stroke-0, #DFE5EE)" stroke-width="60"/>
-</g>
-</g>
-</pattern><clipPath id="clip0_0_22">
-<rect width="648" height="373" fill="white"/>
-</clipPath>
-</defs>
-</svg>
diff --git a/support/hero/lines/v7.svg b/support/hero/lines/v7.svg
deleted file mode 100644
index 583a2980a76a69b515b378d1523b0735346faf7d..0000000000000000000000000000000000000000
--- a/support/hero/lines/v7.svg
+++ /dev/null
@@ -1,25 +0,0 @@
-<svg preserveAspectRatio="none" width="100%" height="100%" overflow="visible" style="display: block;" viewBox="0 0 135.001 233.824" fill="none" xmlns="http://www.w3.org/2000/svg" xmlns:xlink="http://www.w3.org/1999/xlink">
-<g id="Vector">
-<path d="M89.9977 25.9804L134.997 0L135.001 155.883L0.0012207 233.824V181.863L0 129.902L89.9988 77.9413L89.9977 25.9804Z" fill="var(--fill-0, white)"/>
-<path d="M89.9977 25.9804L134.997 0L135.001 155.883L0.0012207 233.824V181.863L0 129.902L89.9988 77.9413L89.9977 25.9804Z" fill="url(#pattern0_0_28)"/>
-<path d="M89.9977 25.9804L134.997 0L135.001 155.883L0.0012207 233.824V181.863L0 129.902L89.9988 77.9413L89.9977 25.9804Z" fill="url(#paint0_linear_0_28)"/>
-</g>
-<defs>
-<linearGradient id="paint0_linear_0_28" x1="67.5003" y1="0" x2="67.5003" y2="233.824" gradientUnits="userSpaceOnUse">
-<stop offset="0.348903" stop-color="white" stop-opacity="0"/>
-<stop offset="0.994774" stop-color="white"/>
-</linearGradient>
-<pattern id="pattern0_0_28" patternUnits="userSpaceOnUse" patternTransform="matrix(6.48 0 0 3.73 61.0203 113.182)" preserveAspectRatio="none" viewBox="0 0 324 186.5" width="1" height="1">
-<use xlink:href="#pattern0_0_28_inner" transform="translate(-324 -186.5)"/>
-<use xlink:href="#pattern0_0_28_inner" transform="translate(0 -186.5)"/>
-<use xlink:href="#pattern0_0_28_inner" transform="translate(-324 0)"/>
-<g id="pattern0_0_28_inner">
-<g id="Frame 1" clip-path="url(#clip0_0_28)">
-<path id="Vector_2" d="M942.12 -170L-294 543.656" stroke="var(--stroke-0, #DFE5EE)" stroke-width="60"/>
-</g>
-</g>
-</pattern><clipPath id="clip0_0_28">
-<rect width="648" height="373" fill="white"/>
-</clipPath>
-</defs>
-</svg>
diff --git a/support/hero/lines/v8.svg b/support/hero/lines/v8.svg
deleted file mode 100644
index 8f0fa1c71543656fa0e447856c415e27584cceff..0000000000000000000000000000000000000000
--- a/support/hero/lines/v8.svg
+++ /dev/null
@@ -1,25 +0,0 @@
-<svg preserveAspectRatio="none" width="100%" height="100%" overflow="visible" style="display: block;" viewBox="0 0 44.9994 129.903" fill="none" xmlns="http://www.w3.org/2000/svg" xmlns:xlink="http://www.w3.org/1999/xlink">
-<g id="Vector">
-<path d="M0.0012207 129.903V77.9412L0 25.9804L44.9994 0V103.923L0.0012207 129.903Z" fill="var(--fill-0, white)"/>
-<path d="M0.0012207 129.903V77.9412L0 25.9804L44.9994 0V103.923L0.0012207 129.903Z" fill="url(#pattern0_0_26)"/>
-<path d="M0.0012207 129.903V77.9412L0 25.9804L44.9994 0V103.923L0.0012207 129.903Z" fill="url(#paint0_linear_0_26)"/>
-</g>
-<defs>
-<linearGradient id="paint0_linear_0_26" x1="67.5003" y1="-103.922" x2="67.5003" y2="129.903" gradientUnits="userSpaceOnUse">
-<stop stop-color="white" stop-opacity="0"/>
-<stop offset="0.858772" stop-color="white"/>
-</linearGradient>
-<pattern id="pattern0_0_26" patternUnits="userSpaceOnUse" patternTransform="matrix(6.48 0 0 3.73 16.0197 61.2214)" preserveAspectRatio="none" viewBox="0 0 324 186.5" width="1" height="1">
-<use xlink:href="#pattern0_0_26_inner" transform="translate(-324 -186.5)"/>
-<use xlink:href="#pattern0_0_26_inner" transform="translate(0 -186.5)"/>
-<use xlink:href="#pattern0_0_26_inner" transform="translate(-324 0)"/>
-<g id="pattern0_0_26_inner">
-<g id="Frame 1" clip-path="url(#clip0_0_26)">
-<path id="Vector_2" d="M942.12 -170L-294 543.656" stroke="var(--stroke-0, #DFE5EE)" stroke-width="60"/>
-</g>
-</g>
-</pattern><clipPath id="clip0_0_26">
-<rect width="648" height="373" fill="white"/>
-</clipPath>
-</defs>
-</svg>
diff --git a/support/hero/lines/v9.svg b/support/hero/lines/v9.svg
deleted file mode 100644
index 8f94490bb2a172d519da645148af62a3bedc0cda..0000000000000000000000000000000000000000
--- a/support/hero/lines/v9.svg
+++ /dev/null
@@ -1,25 +0,0 @@
-<svg preserveAspectRatio="none" width="100%" height="100%" overflow="visible" style="display: block;" viewBox="0 0 45.0028 181.863" fill="none" xmlns="http://www.w3.org/2000/svg" xmlns:xlink="http://www.w3.org/1999/xlink">
-<g id="Vector">
-<path d="M0 25.9804L44.9994 0L45.0028 155.883L0.00341797 181.863L0 25.9804Z" fill="var(--fill-0, white)"/>
-<path d="M0 25.9804L44.9994 0L45.0028 155.883L0.00341797 181.863L0 25.9804Z" fill="url(#pattern0_0_16)"/>
-<path d="M0 25.9804L44.9994 0L45.0028 155.883L0.00341797 181.863L0 25.9804Z" fill="url(#paint0_linear_0_16)"/>
-</g>
-<defs>
-<linearGradient id="paint0_linear_0_16" x1="22.5014" y1="0" x2="22.5014" y2="181.863" gradientUnits="userSpaceOnUse">
-<stop offset="0.313555" stop-color="white" stop-opacity="0"/>
-<stop offset="0.79561" stop-color="white"/>
-</linearGradient>
-<pattern id="pattern0_0_16" patternUnits="userSpaceOnUse" patternTransform="matrix(6.48 0 0 3.73 16.0214 87.2015)" preserveAspectRatio="none" viewBox="0 0 324 186.5" width="1" height="1">
-<use xlink:href="#pattern0_0_16_inner" transform="translate(-324 -186.5)"/>
-<use xlink:href="#pattern0_0_16_inner" transform="translate(0 -186.5)"/>
-<use xlink:href="#pattern0_0_16_inner" transform="translate(-324 0)"/>
-<g id="pattern0_0_16_inner">
-<g id="Frame 1" clip-path="url(#clip0_0_16)">
-<path id="Vector_2" d="M942.12 -170L-294 543.656" stroke="var(--stroke-0, #DFE5EE)" stroke-width="60"/>
-</g>
-</g>
-</pattern><clipPath id="clip0_0_16">
-<rect width="648" height="373" fill="white"/>
-</clipPath>
-</defs>
-</svg>
diff --git a/transformers/Backbone.png b/transformers/Backbone.png
index e7ed3cb85d4d93384571b2bf37f36149ca6891e8..c8fddf7d674d136928b2e9a2b6ef3c1d80566bbf 100644
--- a/transformers/Backbone.png
+++ b/transformers/Backbone.png
@@ -1,3 +1,3 @@
 version https://git-lfs.github.com/spec/v1
-oid sha256:cf530f5609461e501ea9617227feaabeb1df81c80364dbae8635dc3560b9fbad
-size 78581
+oid sha256:15e3693b0831af1789c2fe3599d96c43649a95877bbc112eb805b18b452995a9
+size 100356
diff --git a/transformers/backbone_training_results.png b/transformers/backbone_training_results.png
deleted file mode 100644
index 650aee8d49301aaf5295f0b3fd276590b72c1c52..0000000000000000000000000000000000000000
--- a/transformers/backbone_training_results.png
+++ /dev/null
@@ -1,3 +0,0 @@
-version https://git-lfs.github.com/spec/v1
-oid sha256:36157ba6f51bc16030f4d776a7adec059c2525e7bbd6fefb0b29482ccd1af1c5
-size 175844
diff --git a/transformers/model_doc/VideoPrism_Overview.jpeg b/transformers/model_doc/VideoPrism_Overview.jpeg
deleted file mode 100644
index a0db951cb017bd9355833681f64434a9faa5d9b6..0000000000000000000000000000000000000000
--- a/transformers/model_doc/VideoPrism_Overview.jpeg
+++ /dev/null
@@ -1,3 +0,0 @@
-version https://git-lfs.github.com/spec/v1
-oid sha256:204d4a79e9f87f1e97136941fa6f1318412e43055041c29136f093155b2673a4
-size 110635
diff --git a/transformers/model_doc/chmv2_example.tif b/transformers/model_doc/chmv2_example.tif
deleted file mode 100644
index 7058a5e535a676b7d41fb21c850194e30d504a70..0000000000000000000000000000000000000000
--- a/transformers/model_doc/chmv2_example.tif
+++ /dev/null
@@ -1,3 +0,0 @@
-version https://git-lfs.github.com/spec/v1
-oid sha256:ce4363beff68add4fe9e1362c24c177727b848bebed656c038906c12e71c3ab8
-size 490556
diff --git a/transformers/table-transformer-example.png b/transformers/table-transformer-example.png
deleted file mode 100644
index 44d8f3859d3c3ea59b475248ab8e210d9c68e584..0000000000000000000000000000000000000000
--- a/transformers/table-transformer-example.png
+++ /dev/null
@@ -1,3 +0,0 @@
-version https://git-lfs.github.com/spec/v1
-oid sha256:14a222ae2dfe6ec7b60a4ccc6ff375d10a388136a09100972151256fb6fe14e7
-size 404490
diff --git a/transformers/tasks/backbone_training_results.png b/transformers/tasks/backbone_training_results.png
deleted file mode 100644
index 650aee8d49301aaf5295f0b3fd276590b72c1c52..0000000000000000000000000000000000000000
--- a/transformers/tasks/backbone_training_results.png
+++ /dev/null
@@ -1,3 +0,0 @@
-version https://git-lfs.github.com/spec/v1
-oid sha256:36157ba6f51bc16030f4d776a7adec059c2525e7bbd6fefb0b29482ccd1af1c5
-size 175844
diff --git a/transformers/tasks/sam2_after_training.png b/transformers/tasks/sam2_after_training.png
deleted file mode 100644
index e9e4f99502d602b57a4ec9570924ec873f9d1425..0000000000000000000000000000000000000000
--- a/transformers/tasks/sam2_after_training.png
+++ /dev/null
@@ -1,3 +0,0 @@
-version https://git-lfs.github.com/spec/v1
-oid sha256:9049f93cd81fe328f717194a94cee3ab78adb248b85f2ec5478631d512ec3b12
-size 567591
diff --git a/transformers/tasks/sam2_before_training.png b/transformers/tasks/sam2_before_training.png
deleted file mode 100644
index 1d0c958b86e3a199834cbcde194e8e9ddaed0f57..0000000000000000000000000000000000000000
--- a/transformers/tasks/sam2_before_training.png
+++ /dev/null
@@ -1,3 +0,0 @@
-version https://git-lfs.github.com/spec/v1
-oid sha256:a319ca0e31067e1338cab4a36b04ded51fd31d9b8693d7269f9fef5f962631bf
-size 545851
diff --git a/transformers/vla_pi0.jpg b/transformers/vla_pi0.jpg
deleted file mode 100644
index 5039afa3a6f359c008a9f8d58f82f8fcfa238699..0000000000000000000000000000000000000000
--- a/transformers/vla_pi0.jpg
+++ /dev/null
@@ -1,3 +0,0 @@
-version https://git-lfs.github.com/spec/v1
-oid sha256:2a5d41bda2076d66727f2a0caac1c70c4c073f018733b0563e2a7f8798a003f3
-size 7364
diff --git a/transformers_v5/modular_timeline.png b/transformers_v5/modular_timeline.png
deleted file mode 100644
index 51d649f4e8b140bfc57bc0c77be3e6f7c0316062..0000000000000000000000000000000000000000
--- a/transformers_v5/modular_timeline.png
+++ /dev/null
@@ -1,3 +0,0 @@
-version https://git-lfs.github.com/spec/v1
-oid sha256:b8fe2e05d8ce445ef152891bf9b228b7472bc043ed4beeb15a710dc30fea7706
-size 280555
diff --git a/transformers_v5/transformers-app.mp4 b/transformers_v5/transformers-app.mp4
deleted file mode 100644
index f0d5cf208aa7b57bc9732db3a1b1b018636d5c3a..0000000000000000000000000000000000000000
--- a/transformers_v5/transformers-app.mp4
+++ /dev/null
@@ -1,3 +0,0 @@
-version https://git-lfs.github.com/spec/v1
-oid sha256:1c6acdab7bf93db111917e2173d19472055ae91b478c1299d653f29fbd2ad644
-size 1750214
diff --git a/transformers_v5/transformers-thumbnail.png b/transformers_v5/transformers-thumbnail.png
deleted file mode 100644
index 635fb093fb6f1c6f44ea7c2ba54bbf604ee108bb..0000000000000000000000000000000000000000
--- a/transformers_v5/transformers-thumbnail.png
+++ /dev/null
@@ -1,3 +0,0 @@
-version https://git-lfs.github.com/spec/v1
-oid sha256:0f98ebbd15069fe81dc1c4de2217e3181fb1eb117c20254f3a8dd71c64998627
-size 863767
diff --git a/transformers_v5/transformers_model_timeline.png b/transformers_v5/transformers_model_timeline.png
deleted file mode 100644
index 9338c2540bbf6b483c410c83465c649af7a5b9af..0000000000000000000000000000000000000000
--- a/transformers_v5/transformers_model_timeline.png
+++ /dev/null
@@ -1,3 +0,0 @@
-version https://git-lfs.github.com/spec/v1
-oid sha256:3ae5142d2d4e1cb9b4a94066d025193522c99fdd5d5dd61f7b43910227ec8c59
-size 275030
diff --git a/transformersjs-v4/speedups.png b/transformersjs-v4/speedups.png
deleted file mode 100644
index 6aa95e0d8e4f22abdd34977a2662002a1db4e7bf..0000000000000000000000000000000000000000
--- a/transformersjs-v4/speedups.png
+++ /dev/null
@@ -1,3 +0,0 @@
-version https://git-lfs.github.com/spec/v1
-oid sha256:538cf991923a1db90d3528142c7637424b591bcf15c86e81f7a6a80356319461
-size 202749
diff --git a/transformersjs-v4/thumbnail-wide.png b/transformersjs-v4/thumbnail-wide.png
deleted file mode 100644
index 910def374191dc1d5ae77ea611786f0abf873a88..0000000000000000000000000000000000000000
--- a/transformersjs-v4/thumbnail-wide.png
+++ /dev/null
@@ -1,3 +0,0 @@
-version https://git-lfs.github.com/spec/v1
-oid sha256:001e756b0fb5aaceabc184baf3b646f1832b1b3da3747b72bf9e829be82e70b1
-size 368689
diff --git a/transformersjs-v4/thumbnail.png b/transformersjs-v4/thumbnail.png
deleted file mode 100644
index 828de7d49324e35b29c49de1c38f1623239278b8..0000000000000000000000000000000000000000
--- a/transformersjs-v4/thumbnail.png
+++ /dev/null
@@ -1,3 +0,0 @@
-version https://git-lfs.github.com/spec/v1
-oid sha256:af0d0443ac14537d9d2c4cd3923d93b0cbd837b41c8424e2ff30f75132365a0d
-size 660711
diff --git a/transformersjs-v4/types.png b/transformersjs-v4/types.png
deleted file mode 100644
index 3804cb82be3fb761d303fafcd2fff652da4d174f..0000000000000000000000000000000000000000
--- a/transformersjs-v4/types.png
+++ /dev/null
@@ -1,3 +0,0 @@
-version https://git-lfs.github.com/spec/v1
-oid sha256:8a624aa5e1b9e7c24a5804b9e4aba00fd006259f8e5310779e89378bcd6867e7
-size 46096
diff --git a/transformersjs-v4/webgpu.png b/transformersjs-v4/webgpu.png
deleted file mode 100644
index bf8766f6b46ed83b13ca62afb6a014e9f9de466e..0000000000000000000000000000000000000000
--- a/transformersjs-v4/webgpu.png
+++ /dev/null
@@ -1,3 +0,0 @@
-version https://git-lfs.github.com/spec/v1
-oid sha256:b2d9c22aec31935750970051532242ff19c45caa6c1ad631a8cf2102ac8d7ca7
-size 228257
diff --git a/treble10/6-channel-device.png b/treble10/6-channel-device.png
deleted file mode 100644
index 2d37dc019ce0d590fdab3a868a5a5baf5e746734..0000000000000000000000000000000000000000
--- a/treble10/6-channel-device.png
+++ /dev/null
@@ -1,3 +0,0 @@
-version https://git-lfs.github.com/spec/v1
-oid sha256:93530d2bd799d6e3f44b967d20127d3b60e189a40fd59cfcd3bae74ba71b9579
-size 97893
diff --git a/treble10/SpeakerDimensions.jpg b/treble10/SpeakerDimensions.jpg
deleted file mode 100644
index 849b881bf1022227018ea31f2c7e251cc2ae5f7e..0000000000000000000000000000000000000000
--- a/treble10/SpeakerDimensions.jpg
+++ /dev/null
@@ -1,3 +0,0 @@
-version https://git-lfs.github.com/spec/v1
-oid sha256:c356cc38c0d06c38a9e3c7d8ec033a58ccb41477afbb423ea8304af5aa4da15a
-size 55146
diff --git a/treble10/disentanglement.png b/treble10/disentanglement.png
deleted file mode 100644
index a35e6b1c60a4095d9a365d4d1982550607c6ef58..0000000000000000000000000000000000000000
--- a/treble10/disentanglement.png
+++ /dev/null
@@ -1,3 +0,0 @@
-version https://git-lfs.github.com/spec/v1
-oid sha256:5199b641006c8a4eda0d947b6740dc9f17899bd9568d626fe2dfd2d2b37e1794
-size 133598
diff --git a/treble10/figure_2.png b/treble10/figure_2.png
deleted file mode 100644
index a88530cdec92d15c1b07f76abfaae15ea7122c79..0000000000000000000000000000000000000000
--- a/treble10/figure_2.png
+++ /dev/null
@@ -1,3 +0,0 @@
-version https://git-lfs.github.com/spec/v1
-oid sha256:462802e4b10f1dd2767c62269ad17bf73bbe69f04da494b9bcb029f4db506e73
-size 33507
diff --git a/treble10/thumbnail.png b/treble10/thumbnail.png
deleted file mode 100644
index 2d77caa4a96754ff159f2be3e6c108a8cfa17759..0000000000000000000000000000000000000000
--- a/treble10/thumbnail.png
+++ /dev/null
@@ -1,3 +0,0 @@
-version https://git-lfs.github.com/spec/v1
-oid sha256:adeed3680a74b8d5d1bc972b34f4a3a2113d14d1bdad20f079beba0e4f09346b
-size 215572
diff --git a/unsloth-jobs/screenshot.png b/unsloth-jobs/screenshot.png
deleted file mode 100644
index 731b437141d2217a373d79dd73f9959456e797e8..0000000000000000000000000000000000000000
--- a/unsloth-jobs/screenshot.png
+++ /dev/null
@@ -1,3 +0,0 @@
-version https://git-lfs.github.com/spec/v1
-oid sha256:d8c20f79b16fe8a08bddff6e45c27df3127c76c42a754808ebe782a371dd27f4
-size 440355
diff --git a/unsloth-jobs/unsloth-jobs_.mp4 b/unsloth-jobs/unsloth-jobs_.mp4
deleted file mode 100644
index f92ebceb9ab07a7591ed317fb6bf9461aa1da7cb..0000000000000000000000000000000000000000
--- a/unsloth-jobs/unsloth-jobs_.mp4
+++ /dev/null
@@ -1,3 +0,0 @@
-version https://git-lfs.github.com/spec/v1
-oid sha256:e056cda02d81bd7fceb45db4d8a81a258ef2c1f8fb0b7080f998678475d17486
-size 12349061
diff --git a/unsloth_lfm_jobs (1).mp4 b/unsloth_lfm_jobs (1).mp4
deleted file mode 100644
index f92ebceb9ab07a7591ed317fb6bf9461aa1da7cb..0000000000000000000000000000000000000000
--- a/unsloth_lfm_jobs (1).mp4	
+++ /dev/null
@@ -1,3 +0,0 @@
-version https://git-lfs.github.com/spec/v1
-oid sha256:e056cda02d81bd7fceb45db4d8a81a258ef2c1f8fb0b7080f998678475d17486
-size 12349061
diff --git a/unsloth_lfm_jobs.mp4 b/unsloth_lfm_jobs.mp4
deleted file mode 100644
index f92ebceb9ab07a7591ed317fb6bf9461aa1da7cb..0000000000000000000000000000000000000000
--- a/unsloth_lfm_jobs.mp4
+++ /dev/null
@@ -1,3 +0,0 @@
-version https://git-lfs.github.com/spec/v1
-oid sha256:e056cda02d81bd7fceb45db4d8a81a258ef2c1f8fb0b7080f998678475d17486
-size 12349061
diff --git a/upskill-blog/accuracy.png b/upskill-blog/accuracy.png
deleted file mode 100644
index 4677b8282f310eb6276bd42d9390196ae2c041e2..0000000000000000000000000000000000000000
--- a/upskill-blog/accuracy.png
+++ /dev/null
@@ -1,3 +0,0 @@
-version https://git-lfs.github.com/spec/v1
-oid sha256:151140c8cf2b44d28eb0cf51fcbeda5a2dcabf76f71bfad808d1ac79ae8971b7
-size 69361
diff --git a/upskill-blog/plot.png b/upskill-blog/plot.png
deleted file mode 100644
index 930bc94e776aa490d3441810facc108eeb928d58..0000000000000000000000000000000000000000
--- a/upskill-blog/plot.png
+++ /dev/null
@@ -1,3 +0,0 @@
-version https://git-lfs.github.com/spec/v1
-oid sha256:1e3600a8855241c0c25b5452d3fa4c586b4468f333bb19af478420eac17805f3
-size 80634
diff --git a/upskill-blog/terminal.png b/upskill-blog/terminal.png
deleted file mode 100644
index 4eab98bfd2f1d5b23af1f0ed7ea4e7c9f96d216e..0000000000000000000000000000000000000000
--- a/upskill-blog/terminal.png
+++ /dev/null
@@ -1,3 +0,0 @@
-version https://git-lfs.github.com/spec/v1
-oid sha256:57486fbc3f97fbe819d96a071254b7b45e101e5c2f60f69349159aeff25eb167
-size 24713
diff --git a/upskill-blog/tokens.png b/upskill-blog/tokens.png
deleted file mode 100644
index 5011a1969b2e409d55a1c388bcd5685f051a21ca..0000000000000000000000000000000000000000
--- a/upskill-blog/tokens.png
+++ /dev/null
@@ -1,3 +0,0 @@
-version https://git-lfs.github.com/spec/v1
-oid sha256:aa2073bb3ca74bb10739b4664e13ea2904ae53cee9d62244fc7af92d6276a652
-size 68158
diff --git a/virustotal.png b/virustotal.png
deleted file mode 100644
index 9b4ac1113e30a686ff61344e8aad1ff4d7246059..0000000000000000000000000000000000000000
--- a/virustotal.png
+++ /dev/null
@@ -1,3 +0,0 @@
-version https://git-lfs.github.com/spec/v1
-oid sha256:81c98228f5de6b0a972cc4a6b86e9a3e85dc64d5bd8575f2c3c3d5bb95e8e374
-size 47473