{
  "best_global_step": 20,
  "best_metric": 0.9450906787350344,
  "best_model_checkpoint": "/home/ubuntu/context_aware_modeling/fine_tuning/checkpoints/llama3.1-8b-instruct_r32/checkpoint-20",
  "epoch": 1.4545454545454546,
  "eval_steps": 20,
  "global_step": 80,
  "is_hyper_param_search": false,
  "is_local_process_zero": true,
  "is_world_process_zero": true,
  "log_history": [
    {
      "epoch": 0.36363636363636365,
      "eval_accuracy": 0.9451371571072319,
      "eval_balanced_accuracy": 0.9465153970826581,
      "eval_loss": 0.08831179887056351,
      "eval_macro_f1": 0.9450906787350344,
      "eval_runtime": 38.4348,
      "eval_samples_per_second": 31.3,
      "eval_steps_per_second": 0.494,
      "step": 20
    },
    {
      "epoch": 0.7272727272727273,
      "eval_accuracy": 0.6990856192851206,
      "eval_balanced_accuracy": 0.706645056726094,
      "eval_loss": 0.07328666001558304,
      "eval_macro_f1": 0.6744390153463393,
      "eval_runtime": 38.3559,
      "eval_samples_per_second": 31.364,
      "eval_steps_per_second": 0.495,
      "step": 40
    },
    {
      "epoch": 0.9090909090909091,
      "grad_norm": 0.4516161382198334,
      "learning_rate": 8.517573744099741e-05,
      "loss": 0.149,
      "step": 50
    },
    {
      "epoch": 1.0909090909090908,
      "eval_accuracy": 0.6118038237738986,
      "eval_balanced_accuracy": 0.6215559157212318,
      "eval_loss": 0.06974797695875168,
      "eval_macro_f1": 0.5531022270869842,
      "eval_runtime": 40.1633,
      "eval_samples_per_second": 29.953,
      "eval_steps_per_second": 0.473,
      "step": 60
    },
    {
      "epoch": 1.4545454545454546,
      "eval_accuracy": 0.7007481296758105,
      "eval_balanced_accuracy": 0.7082658022690438,
      "eval_loss": 0.06924885511398315,
      "eval_macro_f1": 0.6765568706645715,
      "eval_runtime": 38.8867,
      "eval_samples_per_second": 30.936,
      "eval_steps_per_second": 0.489,
      "step": 80
    }
  ],
  "logging_steps": 50,
  "max_steps": 165,
  "num_input_tokens_seen": 0,
  "num_train_epochs": 3,
  "save_steps": 20,
  "stateful_callbacks": {
    "EarlyStoppingCallback": {
      "args": {
        "early_stopping_patience": 5,
        "early_stopping_threshold": 0.0
      },
      "attributes": {
        "early_stopping_patience_counter": 3
      }
    },
    "TrainerControl": {
      "args": {
        "should_epoch_stop": false,
        "should_evaluate": false,
        "should_log": false,
        "should_save": true,
        "should_training_stop": false
      },
      "attributes": {}
    }
  },
  "total_flos": 2.3872335328260915e+17,
  "train_batch_size": 16,
  "trial_name": null,
  "trial_params": null
}