{
  "status": "promoted",
  "source_run": "adapters/lfm25-1.2b-systemone-seed",
  "model": "models/LFM2.5-1.2B-Instruct-8bit",
  "model_id": "lfm2.5-1.2b-instruct",
  "adapter_path": "adapters/lfm25-1.2b-systemone",
  "train_precision": "qlora-8bit",
  "rank": 16,
  "lora_scale": 2.0,
  "epochs": 2,
  "iters": 64,
  "batch_size": 4,
  "learning_rate": 5e-05,
  "num_layers": 16,
  "lora_keys": [
    "self_attn.q_proj",
    "self_attn.k_proj",
    "self_attn.v_proj",
    "self_attn.out_proj",
    "feed_forward.w1",
    "feed_forward.w2",
    "feed_forward.w3"
  ],
  "mask_prompt": true,
  "choice_mode": "keys",
  "temperature": 1.0,
  "n_train_items": 78,
  "n_holdout_items": 17,
  "n_train_examples": 126,
  "n_holdout_examples": 29,
  "wall_seconds": 130.5,
  "val_nll": {"iter_1": 6.513, "iter_32": 3.628, "iter_64": 1.708},
  "failed_grown_run": {
    "path": "adapters/lfm25-1.2b-systemone-grown",
    "n_train_items": 278,
    "n_train_examples": 476,
    "rank": 16,
    "lora_scale": 20.0,
    "epochs": 3,
    "wall_seconds": 534.1,
    "holdout_modal": 0.379,
    "note": "Repetitive grow.py templates + mlx-lm default scale 20 collapsed choice to sales/transfer/weather. Do not serve."
  },
  "metrics_t1": {
    "holdout_base": {
      "n": 29,
      "schema_valid": 1.0,
      "modal_agreement": 0.724,
      "ece": 0.122,
      "brier": 0.390,
      "acc_at_conf_ge_0_8": 1.0,
      "n_conf_ge_0_8": 11,
      "by_type": {"choice": 0.769, "noul": 0.875, "score": 0.500}
    },
    "holdout_lora": {
      "n": 29,
      "schema_valid": 1.0,
      "modal_agreement": 0.724,
      "ece": 0.248,
      "brier": 0.303,
      "acc_at_conf_ge_0_8": 1.0,
      "n_conf_ge_0_8": 14,
      "by_type": {"choice": 0.692, "noul": 0.750, "score": 0.750}
    },
    "full_base": {
      "n": 155,
      "schema_valid": 1.0,
      "modal_agreement": 0.697,
      "ece": 0.107,
      "brier": 0.387,
      "acc_at_conf_ge_0_8": 0.921,
      "n_conf_ge_0_8": 63,
      "by_type": {"choice": 0.786, "noul": 0.682, "score": 0.561}
    },
    "full_lora": {
      "n": 155,
      "schema_valid": 1.0,
      "modal_agreement": 0.839,
      "ece": 0.077,
      "brier": 0.193,
      "acc_at_conf_ge_0_8": 0.959,
      "n_conf_ge_0_8": 97,
      "by_type": {"choice": 0.857, "noul": 0.955, "score": 0.683}
    }
  },
  "serve": "JEVONS_ADAPTER=adapters/lfm25-1.2b-systemone JEVONS_TEMPERATURE=1 JEVONS_CALIBRATION=off JEVONS_MODEL=models/LFM2.5-1.2B-Instruct-8bit uv run jevons serve"
}