{
  "format_version": 1,
  "name": "Dot",
  "release": "v0.4-thinking",
  "released_by": "MTEnt",
  "license": "Apache-2.0",
  "artifact": "complete BF16 text backbone plus recurrent-depth core",
  "architecture": {
    "class": "DotRecurrentDepthModel",
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    "total_instantiated_parameters": 9818748488,
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    "active_loops": 4,
    "cache_supported": false,
    "precision": "bfloat16"
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  "lineage": {
    "upstream_repository": "Qwen/Qwen3.5-9B",
    "upstream_exact_revision": null,
    "upstream_revision_note": "The original training manifest did not record the exact source commit.",
    "semantic_stage": "Dot-9B-Semantic-v0.2 merged LoRA rank 32",
    "semantic_train_records": 11763,
    "recurrent_stage_source": "Dot-9B-Recurrent-v0.3",
    "thinking_repair_source_step": 938
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    "optimizer_steps": 938,
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  "known_limits": [
    "custom loader required",
    "cache-backed decoding unsupported",
    "text only",
    "H200 BF16 runtime is the only verified hardware path",
    "targeted synthetic reasoning evaluation is not a broad capability benchmark",
    "new spatial generalization probe scored 21.875 percent exact match",
    "no independent safety evaluation"
  ]
}