{
  "artifact_name": "Qwopus3.6-27B-Fusion-MXFP8-Vision-MTPLX",
  "model_id": "Qwopus3.6-27B-Fusion-MXFP8-Vision-MTPLX",
  "arch_id": "qwen3-next-mtp",
  "mtplx_version": "2.0.1",
  "base_model": "KyleHessling1/Qwopus3.6-27B-Fusion-BF16",
  "base_revision": "c4196377f197b510b4821f246c81a3595c781ecf",
  "body_source": "Shiftedx/Qwopus3.6-27B-Fusion-MXFP8-Vision-MLX",
  "mtp_source": "KyleHessling1/Qwopus3.6-27B-Fusion-BF16",
  "body_quantization": "mxfp8",
  "mtp_sidecar_file": "mtp.safetensors",
  "mtp_tensor_count": 15,
  "mtp_sidecar_format": "bf16",
  "mtp_depth_max": 3,
  "mtp_depth_recommended": 3,
  "recommended_profile": "sustained",
  "recommended_settings": {
    "generation_mode": "mtp",
    "depth": 3,
    "reasoning_mode": "off",
    "enable_thinking": false,
    "temperature": 0.6,
    "top_p": 0.95,
    "top_k": 20
  },
  "mtp_contract": {
    "base_hidden_variant": "post_norm",
    "hidden_variant": "post_norm",
    "concat_order": "embedding_hidden",
    "mtp_position_mode": "cache",
    "mtp_prequantized": false,
    "mtp_sidecar_format": "bf16",
    "mtp_source": "native-embedded-bf16"
  },
  "exactness_baseline": {
    "status": "validated-local-smoke",
    "source": "native BF16 MTP tensors extracted from the pinned source model and verified tensor-exact",
    "suite": "mtp-sidecar-parity,mtplx-tune,text-strict-load,api-code-smoke,api-hard-validation,tool-calling,vision-smoke,long-context",
    "sampler": "temperature=0.6, top_p=0.95, top_k=20, thinking=false",
    "depth": 3,
    "body_quantization_current": "mxfp8",
    "body_quantization_validated": "mxfp8",
    "text_smoke": "pass",
    "code_smoke": "3/3",
    "hard_validation": "4/10",
    "tool_calling": "12/12 across native and parallel-call gates",
    "vision_smoke": "2/2",
    "long_context": "pass at 6772 prompt tokens",
    "acceptance_by_depth": [
      0.965034965034965,
      0.8951048951048951,
      0.7342657342657343
    ],
    "accepted_draft_ratio": 0.8648018648018648,
    "mean_decode_tok_s": 23.08254656634709,
    "tune_multiplier_vs_ar": 1.4733106998563006,
    "public_release_blocker": false,
    "transfer_note": "Runtime and artifact integrity are locally verified. The hard behavioral suite scored 4/10; preserve that limitation in any public model card."
  },
  "validation_status": "validated-local-smoke-with-quality-caveat",
  "created_at": "2026-07-30T18:36:47.980615+00:00",
  "verified_on": {
    "model": "Qwopus3.6-27B-Fusion-MXFP8-Vision-MTPLX",
    "mtplx_version": "2.0.1",
    "status": "validated-local-smoke-with-quality-caveat"
  },
  "public_release": {
    "self_contained": true,
    "staged_at": "2026-07-30T18:59:32+00:00",
    "quality_caveat_preserved": true
  }
}