{
  "temperature": 1.0,
  "fitted_temperature_folded": 1.0408715111841746,
  "temperature_folded": true,
  "folded_tensor": "output_norm.weight",
  "source_calibration": {
    "temperature": 1.0408715111841746,
    "calibration_n": 3100,
    "objective": "sample_mean_soft_cross_entropy",
    "bounds": [
      0.05,
      20
    ],
    "nll_before": 0.5144028513612269,
    "nll_after": 0.5140996476734587,
    "backend": "gguf",
    "model": "source_project/h100_v2/results/Jev-Style-v2-BF16-uncalibrated.gguf",
    "source_sha256": "2fde7f45dce3440abfde145bb30ad61e2643b1f853866b5760b235685328dc1c"
  },
  "input_sha256": "79fb883ffc5831f165c11ca0119c7702b3c5209c916d939f2555fb1c7d45413c",
  "output_sha256": "8baa111eec6e30a5c9e97d559b53127a19ef30171e8aed26673153b4f77adcbb",
  "validation_required": false,
  "validation": {
    "format": "BF16",
    "n": 500,
    "argmax_agreement": 0.996,
    "cuda_same_subset": {
      "accuracy": 0.7910177949703642,
      "macro_f1": 0.7760857891780776,
      "nll": 0.6000106706289864,
      "brier": 0.317876961372947,
      "ece": 0.16696329399611096
    },
    "gguf_same_subset": {
      "accuracy": 0.7936151975677668,
      "macro_f1": 0.77850284511292,
      "nll": 0.6007551256850553,
      "brier": 0.31813150017828207,
      "ece": 0.16639447171288832
    },
    "accuracy_difference": 0.0025974025974025983,
    "nll_difference": 0.0007444550560689045,
    "temperature_folded": true,
    "runtime_temperature": 1.0,
    "calibration_n": 3100,
    "criteria": {
      "agreement_min": 0.99,
      "accuracy_loss_max": 0.005,
      "nll_increase_max": 0.015
    },
    "calibration_backend": "llama.cpp batched, checked against native readout",
    "evaluation_backend": "llama.cpp native single-sequence exact option logits",
    "weight_bytes": 3775700896,
    "passed": true
  }
}