{
  "best_metric": 44.04121981988171,
  "best_model_checkpoint": "/root/turkic_qa/ru_uzn_models/orig_uzn_roberta_base_model/checkpoint-5430",
  "epoch": 10.0,
  "eval_steps": 500,
  "global_step": 5430,
  "is_hyper_param_search": false,
  "is_local_process_zero": true,
  "is_world_process_zero": true,
  "log_history": [
    {
      "epoch": 1.0,
      "step": 543,
      "train_exact_match": 6.993006993006993,
      "train_f1": 14.72956145700345,
      "train_runtime": 8.9919,
      "train_samples_per_second": 114.102,
      "train_steps_per_second": 4.115
    },
    {
      "epoch": 1.0,
      "grad_norm": 22.987104415893555,
      "learning_rate": 5e-06,
      "loss": 4.7716,
      "step": 543
    },
    {
      "epoch": 1.0,
      "eval_exact_match": 6.65625,
      "eval_f1": 13.460548189578436,
      "eval_runtime": 28.875,
      "eval_samples_per_second": 112.935,
      "eval_steps_per_second": 4.052,
      "step": 543
    },
    {
      "epoch": 2.0,
      "step": 1086,
      "train_exact_match": 12.987012987012987,
      "train_f1": 21.035135926338754,
      "train_runtime": 9.0115,
      "train_samples_per_second": 112.523,
      "train_steps_per_second": 4.106
    },
    {
      "epoch": 2.0,
      "grad_norm": 27.96239471435547,
      "learning_rate": 1e-05,
      "loss": 3.7695,
      "step": 1086
    },
    {
      "epoch": 2.0,
      "eval_exact_match": 10.71875,
      "eval_f1": 17.87426936207211,
      "eval_runtime": 28.7945,
      "eval_samples_per_second": 113.251,
      "eval_steps_per_second": 4.063,
      "step": 1086
    },
    {
      "epoch": 3.0,
      "step": 1629,
      "train_exact_match": 25.174825174825173,
      "train_f1": 34.8258899586999,
      "train_runtime": 9.0183,
      "train_samples_per_second": 113.214,
      "train_steps_per_second": 4.103
    },
    {
      "epoch": 3.0,
      "grad_norm": 38.839942932128906,
      "learning_rate": 8.750000000000001e-06,
      "loss": 3.4391,
      "step": 1629
    },
    {
      "epoch": 3.0,
      "eval_exact_match": 15.84375,
      "eval_f1": 25.41741224618572,
      "eval_runtime": 29.0024,
      "eval_samples_per_second": 112.439,
      "eval_steps_per_second": 4.034,
      "step": 1629
    },
    {
      "epoch": 4.0,
      "step": 2172,
      "train_exact_match": 29.97002997002997,
      "train_f1": 41.494806937045226,
      "train_runtime": 9.0706,
      "train_samples_per_second": 112.671,
      "train_steps_per_second": 4.079
    },
    {
      "epoch": 4.0,
      "grad_norm": 35.55900955200195,
      "learning_rate": 7.500000000000001e-06,
      "loss": 2.9975,
      "step": 2172
    },
    {
      "epoch": 4.0,
      "eval_exact_match": 20.4375,
      "eval_f1": 31.800313776639523,
      "eval_runtime": 28.9344,
      "eval_samples_per_second": 112.703,
      "eval_steps_per_second": 4.044,
      "step": 2172
    },
    {
      "epoch": 5.0,
      "step": 2715,
      "train_exact_match": 38.86113886113886,
      "train_f1": 51.45493720149751,
      "train_runtime": 9.0591,
      "train_samples_per_second": 112.483,
      "train_steps_per_second": 4.084
    },
    {
      "epoch": 5.0,
      "grad_norm": 60.02823257446289,
      "learning_rate": 6.25e-06,
      "loss": 2.6357,
      "step": 2715
    },
    {
      "epoch": 5.0,
      "eval_exact_match": 23.65625,
      "eval_f1": 36.81284091086545,
      "eval_runtime": 28.8941,
      "eval_samples_per_second": 112.861,
      "eval_steps_per_second": 4.049,
      "step": 2715
    },
    {
      "epoch": 6.0,
      "step": 3258,
      "train_exact_match": 47.752247752247754,
      "train_f1": 60.68401873806664,
      "train_runtime": 8.9792,
      "train_samples_per_second": 113.373,
      "train_steps_per_second": 4.121
    },
    {
      "epoch": 6.0,
      "grad_norm": 37.850128173828125,
      "learning_rate": 5e-06,
      "loss": 2.3155,
      "step": 3258
    },
    {
      "epoch": 6.0,
      "eval_exact_match": 26.125,
      "eval_f1": 40.40349142174044,
      "eval_runtime": 29.0794,
      "eval_samples_per_second": 112.141,
      "eval_steps_per_second": 4.023,
      "step": 3258
    },
    {
      "epoch": 7.0,
      "step": 3801,
      "train_exact_match": 50.44955044955045,
      "train_f1": 64.76949286642217,
      "train_runtime": 8.8774,
      "train_samples_per_second": 113.547,
      "train_steps_per_second": 4.055
    },
    {
      "epoch": 7.0,
      "grad_norm": 51.20785140991211,
      "learning_rate": 3.7500000000000005e-06,
      "loss": 2.0695,
      "step": 3801
    },
    {
      "epoch": 7.0,
      "eval_exact_match": 27.8125,
      "eval_f1": 42.61264490274304,
      "eval_runtime": 29.0203,
      "eval_samples_per_second": 112.37,
      "eval_steps_per_second": 4.032,
      "step": 3801
    },
    {
      "epoch": 8.0,
      "step": 4344,
      "train_exact_match": 51.34865134865135,
      "train_f1": 65.11930431582645,
      "train_runtime": 8.9923,
      "train_samples_per_second": 113.208,
      "train_steps_per_second": 4.115
    },
    {
      "epoch": 8.0,
      "grad_norm": 56.128509521484375,
      "learning_rate": 2.5e-06,
      "loss": 1.8975,
      "step": 4344
    },
    {
      "epoch": 8.0,
      "eval_exact_match": 29.125,
      "eval_f1": 43.50290837664036,
      "eval_runtime": 28.9786,
      "eval_samples_per_second": 112.531,
      "eval_steps_per_second": 4.037,
      "step": 4344
    },
    {
      "epoch": 9.0,
      "step": 4887,
      "train_exact_match": 57.24275724275724,
      "train_f1": 69.40786106942967,
      "train_runtime": 9.0219,
      "train_samples_per_second": 112.615,
      "train_steps_per_second": 4.101
    },
    {
      "epoch": 9.0,
      "grad_norm": 60.7649040222168,
      "learning_rate": 1.25e-06,
      "loss": 1.7833,
      "step": 4887
    },
    {
      "epoch": 9.0,
      "eval_exact_match": 29.1875,
      "eval_f1": 43.93033202135494,
      "eval_runtime": 29.1076,
      "eval_samples_per_second": 112.033,
      "eval_steps_per_second": 4.02,
      "step": 4887
    },
    {
      "epoch": 10.0,
      "step": 5430,
      "train_exact_match": 58.04195804195804,
      "train_f1": 70.9609187667352,
      "train_runtime": 9.0761,
      "train_samples_per_second": 112.383,
      "train_steps_per_second": 4.077
    },
    {
      "epoch": 10.0,
      "grad_norm": 42.582576751708984,
      "learning_rate": 0.0,
      "loss": 1.7125,
      "step": 5430
    },
    {
      "epoch": 10.0,
      "eval_exact_match": 29.1875,
      "eval_f1": 44.04121981988171,
      "eval_runtime": 28.9802,
      "eval_samples_per_second": 112.525,
      "eval_steps_per_second": 4.037,
      "step": 5430
    },
    {
      "epoch": 10.0,
      "step": 5430,
      "total_flos": 1.487387554039296e+16,
      "train_loss": 2.7391692272207355,
      "train_runtime": 1969.257,
      "train_samples_per_second": 77.08,
      "train_steps_per_second": 2.757
    }
  ],
  "logging_steps": 500,
  "max_steps": 5430,
  "num_input_tokens_seen": 0,
  "num_train_epochs": 10,
  "save_steps": 500,
  "total_flos": 1.487387554039296e+16,
  "train_batch_size": 28,
  "trial_name": null,
  "trial_params": null
}