last-checkpoint/trainer_state.json

{
  "best_metric": 1.7293239831924438,
  "best_model_checkpoint": "miner_id_24/checkpoint-50",
  "epoch": 0.12886597938144329,
  "eval_steps": 50,
  "global_step": 150,
  "is_hyper_param_search": false,
  "is_local_process_zero": true,
  "is_world_process_zero": true,
  "log_history": [
    {
      "epoch": 0.000859106529209622,
      "eval_loss": 1.95401132106781,
      "eval_runtime": 27.5604,
      "eval_samples_per_second": 17.779,
      "eval_steps_per_second": 4.463,
      "step": 1
    },
    {
      "epoch": 0.00859106529209622,
      "grad_norm": 0.9405553936958313,
      "learning_rate": 4.36e-05,
      "loss": 1.9074,
      "step": 10
    },
    {
      "epoch": 0.01718213058419244,
      "grad_norm": 1.0190926790237427,
      "learning_rate": 8.72e-05,
      "loss": 1.6901,
      "step": 20
    },
    {
      "epoch": 0.02577319587628866,
      "grad_norm": 1.3096411228179932,
      "learning_rate": 0.0001308,
      "loss": 1.5987,
      "step": 30
    },
    {
      "epoch": 0.03436426116838488,
      "grad_norm": 1.06441330909729,
      "learning_rate": 0.0001744,
      "loss": 1.5752,
      "step": 40
    },
    {
      "epoch": 0.0429553264604811,
      "grad_norm": 3.1200854778289795,
      "learning_rate": 0.000218,
      "loss": 1.4327,
      "step": 50
    },
    {
      "epoch": 0.0429553264604811,
      "eval_loss": 1.7293239831924438,
      "eval_runtime": 27.5653,
      "eval_samples_per_second": 17.776,
      "eval_steps_per_second": 4.462,
      "step": 50
    },
    {
      "epoch": 0.05154639175257732,
      "grad_norm": 0.7793288230895996,
      "learning_rate": 0.00021773448147832086,
      "loss": 1.7899,
      "step": 60
    },
    {
      "epoch": 0.06013745704467354,
      "grad_norm": 1.007460117340088,
      "learning_rate": 0.0002169392194928312,
      "loss": 1.6296,
      "step": 70
    },
    {
      "epoch": 0.06872852233676977,
      "grad_norm": 1.0640578269958496,
      "learning_rate": 0.00021561808847998484,
      "loss": 1.6155,
      "step": 80
    },
    {
      "epoch": 0.07731958762886598,
      "grad_norm": 1.191985011100769,
      "learning_rate": 0.00021377752485727676,
      "loss": 1.5215,
      "step": 90
    },
    {
      "epoch": 0.0859106529209622,
      "grad_norm": 3.72426176071167,
      "learning_rate": 0.00021142649566566402,
      "loss": 1.4125,
      "step": 100
    },
    {
      "epoch": 0.0859106529209622,
      "eval_loss": 1.7307857275009155,
      "eval_runtime": 27.621,
      "eval_samples_per_second": 17.74,
      "eval_steps_per_second": 4.453,
      "step": 100
    },
    {
      "epoch": 0.09450171821305842,
      "grad_norm": 0.9484879970550537,
      "learning_rate": 0.0002085764548830435,
      "loss": 1.7982,
      "step": 110
    },
    {
      "epoch": 0.10309278350515463,
      "grad_norm": 0.964938759803772,
      "learning_rate": 0.00020524128762162305,
      "loss": 1.7195,
      "step": 120
    },
    {
      "epoch": 0.11168384879725086,
      "grad_norm": 1.1392478942871094,
      "learning_rate": 0.00020143724248105043,
      "loss": 1.5898,
      "step": 130
    },
    {
      "epoch": 0.12027491408934708,
      "grad_norm": 1.2410438060760498,
      "learning_rate": 0.0001971828523868693,
      "loss": 1.4812,
      "step": 140
    },
    {
      "epoch": 0.12886597938144329,
      "grad_norm": 3.722848892211914,
      "learning_rate": 0.0001924988442999686,
      "loss": 1.4084,
      "step": 150
    },
    {
      "epoch": 0.12886597938144329,
      "eval_loss": 1.7576016187667847,
      "eval_runtime": 27.7184,
      "eval_samples_per_second": 17.678,
      "eval_steps_per_second": 4.437,
      "step": 150
    }
  ],
  "logging_steps": 10,
  "max_steps": 500,
  "num_input_tokens_seen": 0,
  "num_train_epochs": 1,
  "save_steps": 50,
  "stateful_callbacks": {
    "EarlyStoppingCallback": {
      "args": {
        "early_stopping_patience": 3,
        "early_stopping_threshold": 0.0
      },
      "attributes": {
        "early_stopping_patience_counter": 2
      }
    },
    "TrainerControl": {
      "args": {
        "should_epoch_stop": false,
        "should_evaluate": false,
        "should_log": false,
        "should_save": true,
        "should_training_stop": false
      },
      "attributes": {}
    }
  },
  "total_flos": 2.6660412850176e+16,
  "train_batch_size": 4,
  "trial_name": null,
  "trial_params": null
}