trainer_state.json

{
  "best_metric": 0.9734994769096375,
  "best_model_checkpoint": "/home/iais_marenpielka/Bouthaina/res_nw_irq_03/checkpoint-1057",
  "epoch": 6.0,
  "eval_steps": 500,
  "global_step": 6342,
  "is_hyper_param_search": false,
  "is_local_process_zero": true,
  "is_world_process_zero": true,
  "log_history": [
    {
      "epoch": 1.0,
      "grad_norm": 2.316096782684326,
      "learning_rate": 4.865067829457365e-05,
      "loss": 1.1923,
      "step": 1057
    },
    {
      "epoch": 1.0,
      "eval_bleu": 0.3758671129852906,
      "eval_loss": 0.9734994769096375,
      "eval_rouge1": 0.5620694784691431,
      "eval_rouge2": 0.3072634138927888,
      "eval_rougeL": 0.5602967261743523,
      "eval_runtime": 18.3819,
      "eval_samples_per_second": 114.95,
      "eval_steps_per_second": 14.416,
      "step": 1057
    },
    {
      "epoch": 2.0,
      "grad_norm": 1.9589498043060303,
      "learning_rate": 4.609011627906977e-05,
      "loss": 0.3956,
      "step": 2114
    },
    {
      "epoch": 2.0,
      "eval_bleu": 0.41456228931689637,
      "eval_loss": 1.2529053688049316,
      "eval_rouge1": 0.6342121068042533,
      "eval_rouge2": 0.3777098530906886,
      "eval_rougeL": 0.6329704343270921,
      "eval_runtime": 27.6701,
      "eval_samples_per_second": 76.364,
      "eval_steps_per_second": 9.577,
      "step": 2114
    },
    {
      "epoch": 3.0,
      "grad_norm": 1.9037576913833618,
      "learning_rate": 4.3529554263565894e-05,
      "loss": 0.2578,
      "step": 3171
    },
    {
      "epoch": 3.0,
      "eval_bleu": 0.4177567847266788,
      "eval_loss": 1.1432485580444336,
      "eval_rouge1": 0.6356354703691816,
      "eval_rouge2": 0.38873743710479597,
      "eval_rougeL": 0.6340522473648312,
      "eval_runtime": 16.0819,
      "eval_samples_per_second": 131.39,
      "eval_steps_per_second": 16.478,
      "step": 3171
    },
    {
      "epoch": 4.0,
      "grad_norm": 3.466954469680786,
      "learning_rate": 4.096899224806201e-05,
      "loss": 0.1771,
      "step": 4228
    },
    {
      "epoch": 4.0,
      "eval_bleu": 0.420916242293927,
      "eval_loss": 1.3314274549484253,
      "eval_rouge1": 0.6564326494399506,
      "eval_rouge2": 0.4082972964966378,
      "eval_rougeL": 0.6545946336979762,
      "eval_runtime": 15.9444,
      "eval_samples_per_second": 132.523,
      "eval_steps_per_second": 16.62,
      "step": 4228
    },
    {
      "epoch": 5.0,
      "grad_norm": 2.057302236557007,
      "learning_rate": 3.840843023255814e-05,
      "loss": 0.1337,
      "step": 5285
    },
    {
      "epoch": 5.0,
      "eval_bleu": 0.42563539215296015,
      "eval_loss": 1.344425916671753,
      "eval_rouge1": 0.6508055039664861,
      "eval_rouge2": 0.40613669991922435,
      "eval_rougeL": 0.6494650833785085,
      "eval_runtime": 139.4783,
      "eval_samples_per_second": 15.149,
      "eval_steps_per_second": 1.9,
      "step": 5285
    },
    {
      "epoch": 6.0,
      "grad_norm": 1.6741355657577515,
      "learning_rate": 3.5847868217054265e-05,
      "loss": 0.1118,
      "step": 6342
    },
    {
      "epoch": 6.0,
      "eval_bleu": 0.42475546499314026,
      "eval_loss": 1.369273066520691,
      "eval_rouge1": 0.6534368445259939,
      "eval_rouge2": 0.40793487128864964,
      "eval_rougeL": 0.6523435258107617,
      "eval_runtime": 22.7821,
      "eval_samples_per_second": 92.748,
      "eval_steps_per_second": 11.632,
      "step": 6342
    },
    {
      "epoch": 6.0,
      "step": 6342,
      "total_flos": 1.1774067405225984e+16,
      "train_loss": 0.37803844186042396,
      "train_runtime": 4074.3615,
      "train_samples_per_second": 41.489,
      "train_steps_per_second": 5.189
    }
  ],
  "logging_steps": 500,
  "max_steps": 21140,
  "num_input_tokens_seen": 0,
  "num_train_epochs": 20,
  "save_steps": 500,
  "stateful_callbacks": {
    "EarlyStoppingCallback": {
      "args": {
        "early_stopping_patience": 5,
        "early_stopping_threshold": 0.0
      },
      "attributes": {
        "early_stopping_patience_counter": 0
      }
    },
    "TrainerControl": {
      "args": {
        "should_epoch_stop": false,
        "should_evaluate": false,
        "should_log": false,
        "should_save": true,
        "should_training_stop": true
      },
      "attributes": {}
    }
  },
  "total_flos": 1.1774067405225984e+16,
  "train_batch_size": 8,
  "trial_name": null,
  "trial_params": null
}