{
  "best_metric": 79.20930220037307,
  "best_model_checkpoint": "/root/turkic_qa/ru_uzn_models/ru_uzn_xlm_roberta_large_model/checkpoint-1674",
  "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": 58.64135864135864,
      "train_f1": 78.03999717537812,
      "train_runtime": 24.1085,
      "train_samples_per_second": 43.802,
      "train_steps_per_second": 1.576
    },
    {
      "epoch": 1.0,
      "grad_norm": 71.476318359375,
      "learning_rate": 1e-05,
      "loss": 3.094,
      "step": 558
    },
    {
      "epoch": 1.0,
      "eval_exact_match": 55.96875,
      "eval_f1": 75.1917557548502,
      "eval_runtime": 76.2534,
      "eval_samples_per_second": 44.05,
      "eval_steps_per_second": 1.574,
      "step": 558
    },
    {
      "epoch": 2.0,
      "step": 1116,
      "train_exact_match": 69.43056943056943,
      "train_f1": 86.54359079483112,
      "train_runtime": 23.8497,
      "train_samples_per_second": 43.648,
      "train_steps_per_second": 1.593
    },
    {
      "epoch": 2.0,
      "grad_norm": 64.74529266357422,
      "learning_rate": 7.500000000000001e-06,
      "loss": 1.1571,
      "step": 1116
    },
    {
      "epoch": 2.0,
      "eval_exact_match": 60.25,
      "eval_f1": 78.34951496921676,
      "eval_runtime": 76.3189,
      "eval_samples_per_second": 44.013,
      "eval_steps_per_second": 1.572,
      "step": 1116
    },
    {
      "epoch": 3.0,
      "step": 1674,
      "train_exact_match": 77.32267732267732,
      "train_f1": 90.90190658126197,
      "train_runtime": 24.1109,
      "train_samples_per_second": 43.632,
      "train_steps_per_second": 1.576
    },
    {
      "epoch": 3.0,
      "grad_norm": 59.769203186035156,
      "learning_rate": 5e-06,
      "loss": 0.8046,
      "step": 1674
    },
    {
      "epoch": 3.0,
      "eval_exact_match": 60.71875,
      "eval_f1": 79.20930220037307,
      "eval_runtime": 76.4543,
      "eval_samples_per_second": 43.935,
      "eval_steps_per_second": 1.57,
      "step": 1674
    },
    {
      "epoch": 4.0,
      "step": 2232,
      "train_exact_match": 79.12087912087912,
      "train_f1": 91.91790747073001,
      "train_runtime": 24.69,
      "train_samples_per_second": 42.365,
      "train_steps_per_second": 1.539
    },
    {
      "epoch": 4.0,
      "grad_norm": 10.912280082702637,
      "learning_rate": 2.5e-06,
      "loss": 0.612,
      "step": 2232
    },
    {
      "epoch": 4.0,
      "eval_exact_match": 61.15625,
      "eval_f1": 79.20198937913115,
      "eval_runtime": 76.6624,
      "eval_samples_per_second": 43.816,
      "eval_steps_per_second": 1.565,
      "step": 2232
    },
    {
      "epoch": 5.0,
      "step": 2790,
      "train_exact_match": 82.71728271728271,
      "train_f1": 92.99953055921905,
      "train_runtime": 23.9309,
      "train_samples_per_second": 43.542,
      "train_steps_per_second": 1.588
    },
    {
      "epoch": 5.0,
      "grad_norm": 39.581809997558594,
      "learning_rate": 0.0,
      "loss": 0.4905,
      "step": 2790
    },
    {
      "epoch": 5.0,
      "eval_exact_match": 61.03125,
      "eval_f1": 78.98703726982994,
      "eval_runtime": 76.5756,
      "eval_samples_per_second": 43.865,
      "eval_steps_per_second": 1.567,
      "step": 2790
    },
    {
      "epoch": 5.0,
      "step": 2790,
      "total_flos": 5.432587638826752e+16,
      "train_loss": 1.231632082265765,
      "train_runtime": 5057.1596,
      "train_samples_per_second": 15.423,
      "train_steps_per_second": 0.552
    }
  ],
  "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
}