{
  "best_metric": 33.144610036959996,
  "best_model_checkpoint": "/root/turkic_qa/en_uzn_models/orig_uzn_roberta_base_model/checkpoint-5814",
  "epoch": 10.0,
  "eval_steps": 500,
  "global_step": 6460,
  "is_hyper_param_search": false,
  "is_local_process_zero": true,
  "is_world_process_zero": true,
  "log_history": [
    {
      "epoch": 1.0,
      "step": 646,
      "train_exact_match": 6.993006993006993,
      "train_f1": 13.61593527592794,
      "train_runtime": 10.7947,
      "train_samples_per_second": 109.498,
      "train_steps_per_second": 3.983
    },
    {
      "epoch": 1.0,
      "grad_norm": 12.138856887817383,
      "learning_rate": 5e-06,
      "loss": 4.6327,
      "step": 646
    },
    {
      "epoch": 1.0,
      "eval_exact_match": 6.59375,
      "eval_f1": 13.607989660328585,
      "eval_runtime": 35.2774,
      "eval_samples_per_second": 107.803,
      "eval_steps_per_second": 3.855,
      "step": 646
    },
    {
      "epoch": 2.0,
      "step": 1292,
      "train_exact_match": 13.986013986013987,
      "train_f1": 22.14711239214366,
      "train_runtime": 10.8509,
      "train_samples_per_second": 109.669,
      "train_steps_per_second": 3.963
    },
    {
      "epoch": 2.0,
      "grad_norm": 15.265068054199219,
      "learning_rate": 1e-05,
      "loss": 3.5453,
      "step": 1292
    },
    {
      "epoch": 2.0,
      "eval_exact_match": 11.40625,
      "eval_f1": 18.47470115180993,
      "eval_runtime": 34.4859,
      "eval_samples_per_second": 110.277,
      "eval_steps_per_second": 3.944,
      "step": 1292
    },
    {
      "epoch": 3.0,
      "step": 1938,
      "train_exact_match": 23.276723276723278,
      "train_f1": 32.096631211616916,
      "train_runtime": 11.0171,
      "train_samples_per_second": 110.102,
      "train_steps_per_second": 3.994
    },
    {
      "epoch": 3.0,
      "grad_norm": 14.558008193969727,
      "learning_rate": 8.750000000000001e-06,
      "loss": 3.1006,
      "step": 1938
    },
    {
      "epoch": 3.0,
      "eval_exact_match": 17.84375,
      "eval_f1": 25.580935818007237,
      "eval_runtime": 34.7591,
      "eval_samples_per_second": 109.41,
      "eval_steps_per_second": 3.913,
      "step": 1938
    },
    {
      "epoch": 4.0,
      "step": 2584,
      "train_exact_match": 31.16883116883117,
      "train_f1": 39.17139975564133,
      "train_runtime": 11.0165,
      "train_samples_per_second": 109.381,
      "train_steps_per_second": 3.994
    },
    {
      "epoch": 4.0,
      "grad_norm": 17.505403518676758,
      "learning_rate": 7.500000000000001e-06,
      "loss": 2.7652,
      "step": 2584
    },
    {
      "epoch": 4.0,
      "eval_exact_match": 19.40625,
      "eval_f1": 27.64189036545174,
      "eval_runtime": 34.3705,
      "eval_samples_per_second": 110.647,
      "eval_steps_per_second": 3.957,
      "step": 2584
    },
    {
      "epoch": 5.0,
      "step": 3230,
      "train_exact_match": 36.663336663336665,
      "train_f1": 46.09688684971856,
      "train_runtime": 10.8186,
      "train_samples_per_second": 109.349,
      "train_steps_per_second": 3.975
    },
    {
      "epoch": 5.0,
      "grad_norm": 20.703981399536133,
      "learning_rate": 6.25e-06,
      "loss": 2.5139,
      "step": 3230
    },
    {
      "epoch": 5.0,
      "eval_exact_match": 20.4375,
      "eval_f1": 29.34032966285343,
      "eval_runtime": 34.5691,
      "eval_samples_per_second": 110.011,
      "eval_steps_per_second": 3.934,
      "step": 3230
    },
    {
      "epoch": 6.0,
      "step": 3876,
      "train_exact_match": 41.658341658341655,
      "train_f1": 50.86006517307416,
      "train_runtime": 10.7595,
      "train_samples_per_second": 110.042,
      "train_steps_per_second": 3.996
    },
    {
      "epoch": 6.0,
      "grad_norm": 20.977209091186523,
      "learning_rate": 5e-06,
      "loss": 2.3079,
      "step": 3876
    },
    {
      "epoch": 6.0,
      "eval_exact_match": 21.5,
      "eval_f1": 30.58201123722236,
      "eval_runtime": 34.5751,
      "eval_samples_per_second": 109.992,
      "eval_steps_per_second": 3.933,
      "step": 3876
    },
    {
      "epoch": 7.0,
      "step": 4522,
      "train_exact_match": 47.45254745254745,
      "train_f1": 56.694415842055,
      "train_runtime": 10.7135,
      "train_samples_per_second": 109.021,
      "train_steps_per_second": 3.92
    },
    {
      "epoch": 7.0,
      "grad_norm": 22.69150161743164,
      "learning_rate": 3.7500000000000005e-06,
      "loss": 2.111,
      "step": 4522
    },
    {
      "epoch": 7.0,
      "eval_exact_match": 22.03125,
      "eval_f1": 31.858315646855917,
      "eval_runtime": 34.9801,
      "eval_samples_per_second": 108.719,
      "eval_steps_per_second": 3.888,
      "step": 4522
    },
    {
      "epoch": 8.0,
      "step": 5168,
      "train_exact_match": 50.74925074925075,
      "train_f1": 60.56020993278913,
      "train_runtime": 10.9489,
      "train_samples_per_second": 108.595,
      "train_steps_per_second": 3.927
    },
    {
      "epoch": 8.0,
      "grad_norm": 27.088655471801758,
      "learning_rate": 2.5e-06,
      "loss": 1.9761,
      "step": 5168
    },
    {
      "epoch": 8.0,
      "eval_exact_match": 22.71875,
      "eval_f1": 32.80883643467974,
      "eval_runtime": 35.0553,
      "eval_samples_per_second": 108.486,
      "eval_steps_per_second": 3.88,
      "step": 5168
    },
    {
      "epoch": 9.0,
      "step": 5814,
      "train_exact_match": 53.84615384615385,
      "train_f1": 63.610163638389785,
      "train_runtime": 11.1443,
      "train_samples_per_second": 108.755,
      "train_steps_per_second": 3.948
    },
    {
      "epoch": 9.0,
      "grad_norm": 33.555702209472656,
      "learning_rate": 1.25e-06,
      "loss": 1.8691,
      "step": 5814
    },
    {
      "epoch": 9.0,
      "eval_exact_match": 22.8125,
      "eval_f1": 33.144610036959996,
      "eval_runtime": 35.2983,
      "eval_samples_per_second": 107.739,
      "eval_steps_per_second": 3.853,
      "step": 5814
    },
    {
      "epoch": 10.0,
      "step": 6460,
      "train_exact_match": 55.344655344655344,
      "train_f1": 64.42442903231023,
      "train_runtime": 10.756,
      "train_samples_per_second": 110.636,
      "train_steps_per_second": 3.998
    },
    {
      "epoch": 10.0,
      "grad_norm": 31.045358657836914,
      "learning_rate": 0.0,
      "loss": 1.8088,
      "step": 6460
    },
    {
      "epoch": 10.0,
      "eval_exact_match": 22.84375,
      "eval_f1": 33.05957357823847,
      "eval_runtime": 34.2632,
      "eval_samples_per_second": 110.994,
      "eval_steps_per_second": 3.969,
      "step": 6460
    },
    {
      "epoch": 10.0,
      "step": 6460,
      "total_flos": 1.770872117833728e+16,
      "train_loss": 2.663083348702351,
      "train_runtime": 2359.5642,
      "train_samples_per_second": 76.59,
      "train_steps_per_second": 2.738
    }
  ],
  "logging_steps": 500,
  "max_steps": 6460,
  "num_input_tokens_seen": 0,
  "num_train_epochs": 10,
  "save_steps": 500,
  "total_flos": 1.770872117833728e+16,
  "train_batch_size": 28,
  "trial_name": null,
  "trial_params": null
}