{
  "best_metric": 0.10422153025865555,
  "best_model_checkpoint": "/content/drive/MyDrive/chatbot_info/models/bilstm_ner/checkpoint-2398",
  "epoch": 1.0,
  "eval_steps": 500,
  "global_step": 2398,
  "is_hyper_param_search": false,
  "is_local_process_zero": true,
  "is_world_process_zero": true,
  "log_history": [
    {
      "epoch": 0.2085070892410342,
      "grad_norm": 0.9963818788528442,
      "learning_rate": 1.9165971643035866e-05,
      "loss": 0.3555,
      "step": 500
    },
    {
      "epoch": 0.4170141784820684,
      "grad_norm": 0.8802713751792908,
      "learning_rate": 1.8331943286071728e-05,
      "loss": 0.1417,
      "step": 1000
    },
    {
      "epoch": 0.6255212677231026,
      "grad_norm": 0.7941210269927979,
      "learning_rate": 1.7497914929107593e-05,
      "loss": 0.1213,
      "step": 1500
    },
    {
      "epoch": 0.8340283569641368,
      "grad_norm": 0.6393231153488159,
      "learning_rate": 1.6663886572143454e-05,
      "loss": 0.117,
      "step": 2000
    },
    {
      "epoch": 1.0,
      "eval_accuracy": 0.9699247400371512,
      "eval_f1": 0.8206677407805227,
      "eval_loss": 0.10422153025865555,
      "eval_precision": 0.8208146821844226,
      "eval_recall": 0.8205208519778057,
      "eval_runtime": 32.7374,
      "eval_samples_per_second": 292.937,
      "eval_steps_per_second": 18.328,
      "step": 2398
    }
  ],
  "logging_steps": 500,
  "max_steps": 11990,
  "num_input_tokens_seen": 0,
  "num_train_epochs": 5,
  "save_steps": 500,
  "stateful_callbacks": {
    "TrainerControl": {
      "args": {
        "should_epoch_stop": false,
        "should_evaluate": false,
        "should_log": false,
        "should_save": true,
        "should_training_stop": false
      },
      "attributes": {}
    }
  },
  "total_flos": 0.0,
  "train_batch_size": 16,
  "trial_name": null,
  "trial_params": null
}