{
  "created_utc": "2026-10-06T16:01:38.503748+00:00",
  "status": "FP4 W4A16; full Decision Index and native JEV inference validated",
  "model_path": "Maincode/matilda-jev-fp4",
  "source_checkpoint": "/shared/yue/jev-best-tritask-20261006/runs/balanced/checkpoints/step-00800",
  "source_decision_index": 62.43,
  "quantized_decision_index": 61.77,
  "format": "FP4 E2M1 packed weights; FP8 E4M3 scale per16weights; FP32global scale; BF16activations and GEMM",
  "weight_tensor_GB": 17.20065232,
  "original_weight_file_GB": 52.170802736,
  "native_fp4_tensor_core_GEMM": false,
  "readout_and_tokenizer_identical": true,
  "quantized_modules": 400,
  "paired_checks": {
    "development": {
      "n": 608,
      "agreement_percent": 95.88815789473684,
      "bf16_accuracy_percent": 80.92105263157895,
      "fp4_accuracy_percent": 81.57894736842105,
      "mean_KL_bf16_to_fp4": 0.015593464629358985
    },
    "confirmation": {
      "n": 544,
      "agreement_percent": 97.24264705882354,
      "bf16_accuracy_percent": 77.57352941176471,
      "fp4_accuracy_percent": 76.83823529411765,
      "mean_KL_bf16_to_fp4": 0.011581205562651279
    }
  },
  "hardware": "AMD Instinct MI355X",
  "serving_endpoints_changed": false,
  "notes": [
    "Full Decision Index edition0.2.1:150317successful requests across44benchmarks; all native scores independently recomputed.",
    "Requires included FP4DecisionModel adapter. BF16 activations and GEMM; no native FP4 Tensor Core acceleration."
  ]
}