trainer_state.json

{
  "best_metric": 0.32348373532295227,
  "best_model_checkpoint": "fine_tuned_turkish_bert10k/checkpoint-1112",
  "epoch": 3.0,
  "eval_steps": 500,
  "global_step": 1668,
  "is_hyper_param_search": false,
  "is_local_process_zero": true,
  "is_world_process_zero": true,
  "log_history": [
    {
      "epoch": 0.8992805755395683,
      "grad_norm": 6.453958034515381,
      "learning_rate": 1.4004796163069546e-05,
      "loss": 0.2199,
      "step": 500
    },
    {
      "epoch": 1.0,
      "eval_accuracy": 0.9127697841726619,
      "eval_loss": 0.3523901700973511,
      "eval_runtime": 11.2517,
      "eval_samples_per_second": 197.66,
      "eval_steps_per_second": 12.354,
      "step": 556
    },
    {
      "epoch": 1.7985611510791366,
      "grad_norm": 24.75876235961914,
      "learning_rate": 8.00959232613909e-06,
      "loss": 0.1617,
      "step": 1000
    },
    {
      "epoch": 2.0,
      "eval_accuracy": 0.9154676258992805,
      "eval_loss": 0.32348373532295227,
      "eval_runtime": 11.2709,
      "eval_samples_per_second": 197.323,
      "eval_steps_per_second": 12.333,
      "step": 1112
    },
    {
      "epoch": 2.697841726618705,
      "grad_norm": 0.4041008949279785,
      "learning_rate": 2.0143884892086333e-06,
      "loss": 0.1104,
      "step": 1500
    },
    {
      "epoch": 3.0,
      "eval_accuracy": 0.9172661870503597,
      "eval_loss": 0.3766934275627136,
      "eval_runtime": 11.4325,
      "eval_samples_per_second": 194.533,
      "eval_steps_per_second": 12.158,
      "step": 1668
    }
  ],
  "logging_steps": 500,
  "max_steps": 1668,
  "num_input_tokens_seen": 0,
  "num_train_epochs": 3,
  "save_steps": 500,
  "stateful_callbacks": {
    "TrainerControl": {
      "args": {
        "should_epoch_stop": false,
        "should_evaluate": false,
        "should_log": false,
        "should_save": true,
        "should_training_stop": true
      },
      "attributes": {}
    }
  },
  "total_flos": 1755082294778880.0,
  "train_batch_size": 16,
  "trial_name": null,
  "trial_params": null
}