training_checkpoints/checkpoint-448/trainer_state.json

{
  "best_metric": 0.5913567856292314,
  "best_model_checkpoint": "case-analysis-bert-base-uncased/checkpoint-448",
  "epoch": 2.0,
  "eval_steps": 500,
  "global_step": 448,
  "is_hyper_param_search": false,
  "is_local_process_zero": true,
  "is_world_process_zero": true,
  "log_history": [
    {
      "epoch": 1.0,
      "eval_accuracy": 0.7861915367483296,
      "eval_f1_macro": 0.5606209513919795,
      "eval_f1_micro": 0.7861915367483298,
      "eval_f1_weighted": 0.7596863457967054,
      "eval_loss": 0.7283128499984741,
      "eval_macro_fpr": 0.1142150114777894,
      "eval_macro_sensitivity": 0.5571958513134984,
      "eval_macro_specificity": 0.8974437739369907,
      "eval_precision": 0.7487100743874461,
      "eval_precision_macro": 0.584767668299669,
      "eval_recall": 0.7861915367483296,
      "eval_recall_macro": 0.5571958513134984,
      "eval_runtime": 9.7006,
      "eval_samples_per_second": 46.286,
      "eval_steps_per_second": 5.876,
      "eval_weighted_fpr": 0.08311688311688312,
      "eval_weighted_sensitivity": 0.7861915367483296,
      "eval_weighted_specificity": 0.8035835589996332,
      "step": 224
    },
    {
      "epoch": 2.0,
      "eval_accuracy": 0.799554565701559,
      "eval_f1_macro": 0.5913567856292314,
      "eval_f1_micro": 0.799554565701559,
      "eval_f1_weighted": 0.7794312570974847,
      "eval_loss": 0.816001296043396,
      "eval_macro_fpr": 0.09972743460349152,
      "eval_macro_sensitivity": 0.6065148418089594,
      "eval_macro_specificity": 0.910318444398066,
      "eval_precision": 0.7603126937076594,
      "eval_precision_macro": 0.5769576335614072,
      "eval_recall": 0.799554565701559,
      "eval_recall_macro": 0.6065148418089594,
      "eval_runtime": 39.2963,
      "eval_samples_per_second": 11.426,
      "eval_steps_per_second": 1.451,
      "eval_weighted_fpr": 0.07712082262210797,
      "eval_weighted_sensitivity": 0.799554565701559,
      "eval_weighted_specificity": 0.8417192118907049,
      "step": 448
    }
  ],
  "logging_steps": 500,
  "max_steps": 6720,
  "num_input_tokens_seen": 0,
  "num_train_epochs": 30,
  "save_steps": 500,
  "total_flos": 943006955864064.0,
  "train_batch_size": 8,
  "trial_name": null,
  "trial_params": null
}