cu-cspb3832-2026-final_project/results/cv_summary.json at main · falcontologist/cu-cspb3832-2026-final_project · GitHub

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{
  "folds": [
    {
      "fold": 0,
      "best_epoch": 4,
      "dev_loss": 0.16816,
      "dev_f1": 0.94676,
      "wall_time_min": 199.2
    },
    {
      "fold": 1,
      "best_epoch": 3,
      "dev_loss": 0.17942,
      "dev_f1": 0.94231,
      "wall_time_min": 210.1
    },
    {
      "fold": 2,
      "best_epoch": 2,
      "dev_loss": 0.1974,
      "dev_f1": 0.93683,
      "wall_time_min": 209.3
    },
    {
      "fold": 3,
      "best_epoch": 3,
      "dev_loss": 0.20181,
      "dev_f1": 0.93781,
      "wall_time_min": 206.9
    },
    {
      "fold": 4,
      "best_epoch": 4,
      "dev_loss": 0.14586,
      "dev_f1": 0.95617,
      "wall_time_min": 207.0
    }
  ],
  "mean_dev_f1": 0.94398,
  "std_dev_f1": 0.00705,
  "best_fold": 4,
  "args": {
    "data_dir": ".",
    "seed": "42",
    "epochs": "5",
    "batch_size": "8",
    "lr": "2e-05",
    "weight_decay": "0.01",
    "grad_accum": "4",
    "max_length": "384",
    "patience": "2",
    "weight_synthetic": "0.7",
    "weight_t1_override": "1.5",
    "model_name": "cross-encoder/nli-deberta-v3-base"
  }
}