3-bit VLM base + 4-bit MTP drafter. Pair both for accelerated instruct decode. reasoning_effort baked to low.
Jorge Leon
leonsarmiento
AI & ML interests
AI for Environment
Recent Activity
updated a model about 3 hours ago
leonsarmiento/Ornith-1.5-35B-A3B-6bit-XL-mlx updated a collection about 3 hours ago
Ornith-35B-A3B updated a collection about 3 hours ago
Local SOTA for 48GB MacsOrganizations
Best local MLX-quantized LLMs fitting 48GB unified memory. 6-bit XL variants are data-agnostic honest kings; oQ4e-XL for RAM-desperate coders.
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leonsarmiento/gemma-4-26B-A4B-it-6bit-XL-mlx
Image-Text-to-Text • 7B • Updated • 906 • 3 -
leonsarmiento/Qwen3.6-35B-A3B-6bit-XL-mlx
Image-Text-to-Text • 8B • Updated • 299 -
leonsarmiento/Qwen3.6-35B-A3B-oQ4e-mtp-XL-mlx
Image-Text-to-Text • 7B • Updated • 783 • 1 -
leonsarmiento/Ornith-1.0-35B-6bit-XL-mlx
Image-Text-to-Text • 8B • Updated • 361
3-bit VLM base + 4-bit MTP drafter. Pair both for accelerated instruct decode. reasoning_effort baked to low.
Best local MLX-quantized LLMs fitting 48GB unified memory. 6-bit XL variants are data-agnostic honest kings; oQ4e-XL for RAM-desperate coders.
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leonsarmiento/gemma-4-26B-A4B-it-6bit-XL-mlx
Image-Text-to-Text • 7B • Updated • 906 • 3 -
leonsarmiento/Qwen3.6-35B-A3B-6bit-XL-mlx
Image-Text-to-Text • 8B • Updated • 299 -
leonsarmiento/Qwen3.6-35B-A3B-oQ4e-mtp-XL-mlx
Image-Text-to-Text • 7B • Updated • 783 • 1 -
leonsarmiento/Ornith-1.0-35B-6bit-XL-mlx
Image-Text-to-Text • 8B • Updated • 361
models 40
leonsarmiento/Ornith-1.5-35B-A3B-6bit-XL-mlx
Image-Text-to-Text • 8B • Updated
leonsarmiento/Qwen3.8-27B-3bit-mtp-mlx
Image-Text-to-Text • 4B • Updated • 153 • 1
leonsarmiento/Qwen3.8-27B-3bit-mlx
Image-Text-to-Text • 4B • Updated • 234
leonsarmiento/Nemotron-3.5-Lightning-30B-A3B-6bit-XL-mlx
Text Generation • 8B • Updated • 324
leonsarmiento/Qwen-AgentWorld-35B-A3B-6bit-XL-mlx
Text Generation • 8B • Updated • 97
leonsarmiento/gemma-4-12B-it-6bit-XL-mlx
Image-Text-to-Text • 3B • Updated • 105
leonsarmiento/Qwen3.6-35B-A3B-oQ4e-mtp-XL-mlx
Image-Text-to-Text • 7B • Updated • 783 • 1
leonsarmiento/Huihui-Nex-N2-mini-abliterated-5bit-XL-mlx
Image-Text-to-Text • 7B • Updated • 248
leonsarmiento/Nex-N2-mini-6bit-XL-mlx
Image-Text-to-Text • 8B • Updated • 64
leonsarmiento/GLM-4.7-Flash-6bit-XL-mlx
Text Generation • 7B • Updated • 829 • 1
datasets 0
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