{
  "best_metric": 80.33013168664009,
  "best_model_checkpoint": "/root/turkic_qa/ru_uzn_models/ru_uzn_xlm_roberta_large_squad_model/checkpoint-2790",
  "epoch": 5.0,
  "eval_steps": 500,
  "global_step": 2790,
  "is_hyper_param_search": false,
  "is_local_process_zero": true,
  "is_world_process_zero": true,
  "log_history": [
    {
      "epoch": 1.0,
      "step": 558,
      "train_exact_match": 64.83516483516483,
      "train_f1": 83.08204401574274,
      "train_runtime": 24.0955,
      "train_samples_per_second": 43.826,
      "train_steps_per_second": 1.577
    },
    {
      "epoch": 1.0,
      "grad_norm": 80.57772827148438,
      "learning_rate": 1e-05,
      "loss": 1.2698,
      "step": 558
    },
    {
      "epoch": 1.0,
      "eval_exact_match": 61.25,
      "eval_f1": 79.38877529103148,
      "eval_runtime": 76.3721,
      "eval_samples_per_second": 43.982,
      "eval_steps_per_second": 1.571,
      "step": 558
    },
    {
      "epoch": 2.0,
      "step": 1116,
      "train_exact_match": 74.82517482517483,
      "train_f1": 89.2404305639639,
      "train_runtime": 24.2914,
      "train_samples_per_second": 42.855,
      "train_steps_per_second": 1.564
    },
    {
      "epoch": 2.0,
      "grad_norm": 80.02055358886719,
      "learning_rate": 7.500000000000001e-06,
      "loss": 0.8886,
      "step": 1116
    },
    {
      "epoch": 2.0,
      "eval_exact_match": 62.3125,
      "eval_f1": 80.2126480616015,
      "eval_runtime": 77.9968,
      "eval_samples_per_second": 43.066,
      "eval_steps_per_second": 1.539,
      "step": 1116
    },
    {
      "epoch": 3.0,
      "step": 1674,
      "train_exact_match": 78.52147852147853,
      "train_f1": 92.40489073606565,
      "train_runtime": 25.6503,
      "train_samples_per_second": 41.013,
      "train_steps_per_second": 1.481
    },
    {
      "epoch": 3.0,
      "grad_norm": 28.389789581298828,
      "learning_rate": 5e-06,
      "loss": 0.6286,
      "step": 1674
    },
    {
      "epoch": 3.0,
      "eval_exact_match": 61.9375,
      "eval_f1": 80.06485926873198,
      "eval_runtime": 83.2186,
      "eval_samples_per_second": 40.364,
      "eval_steps_per_second": 1.442,
      "step": 1674
    },
    {
      "epoch": 4.0,
      "step": 2232,
      "train_exact_match": 82.31768231768231,
      "train_f1": 93.82612819903538,
      "train_runtime": 23.9529,
      "train_samples_per_second": 43.669,
      "train_steps_per_second": 1.586
    },
    {
      "epoch": 4.0,
      "grad_norm": 21.804250717163086,
      "learning_rate": 2.5e-06,
      "loss": 0.4725,
      "step": 2232
    },
    {
      "epoch": 4.0,
      "eval_exact_match": 62.625,
      "eval_f1": 80.25175708657538,
      "eval_runtime": 77.0148,
      "eval_samples_per_second": 43.615,
      "eval_steps_per_second": 1.558,
      "step": 2232
    },
    {
      "epoch": 5.0,
      "step": 2790,
      "train_exact_match": 85.21478521478521,
      "train_f1": 94.39980772824222,
      "train_runtime": 24.3057,
      "train_samples_per_second": 42.871,
      "train_steps_per_second": 1.563
    },
    {
      "epoch": 5.0,
      "grad_norm": 48.04233932495117,
      "learning_rate": 0.0,
      "loss": 0.378,
      "step": 2790
    },
    {
      "epoch": 5.0,
      "eval_exact_match": 62.46875,
      "eval_f1": 80.33013168664009,
      "eval_runtime": 78.9765,
      "eval_samples_per_second": 42.532,
      "eval_steps_per_second": 1.519,
      "step": 2790
    },
    {
      "epoch": 5.0,
      "step": 2790,
      "total_flos": 5.432587638826752e+16,
      "train_loss": 0.7275064119728663,
      "train_runtime": 5090.5681,
      "train_samples_per_second": 15.321,
      "train_steps_per_second": 0.548
    }
  ],
  "logging_steps": 500,
  "max_steps": 2790,
  "num_input_tokens_seen": 0,
  "num_train_epochs": 5,
  "save_steps": 500,
  "total_flos": 5.432587638826752e+16,
  "train_batch_size": 28,
  "trial_name": null,
  "trial_params": null
}