checkpoint-500/trainer_state.json

{
  "best_metric": 0.43401163816452026,
  "best_model_checkpoint": "mikhail-panzo/fil_b64_le3_s4000/checkpoint-500",
  "epoch": 22.22222222222222,
  "eval_steps": 500,
  "global_step": 500,
  "is_hyper_param_search": false,
  "is_local_process_zero": true,
  "is_world_process_zero": true,
  "log_history": [
    {
      "epoch": 2.2222222222222223,
      "grad_norm": 2.2609777450561523,
      "learning_rate": 2.5e-05,
      "loss": 0.7231,
      "step": 50
    },
    {
      "epoch": 4.444444444444445,
      "grad_norm": 1.939948320388794,
      "learning_rate": 5e-05,
      "loss": 0.575,
      "step": 100
    },
    {
      "epoch": 6.666666666666667,
      "grad_norm": 2.9677317142486572,
      "learning_rate": 7.5e-05,
      "loss": 0.5207,
      "step": 150
    },
    {
      "epoch": 8.88888888888889,
      "grad_norm": 4.588547706604004,
      "learning_rate": 0.0001,
      "loss": 0.4996,
      "step": 200
    },
    {
      "epoch": 11.11111111111111,
      "grad_norm": 1.8626277446746826,
      "learning_rate": 0.000125,
      "loss": 0.4881,
      "step": 250
    },
    {
      "epoch": 13.333333333333334,
      "grad_norm": 3.4871737957000732,
      "learning_rate": 0.00015,
      "loss": 0.4729,
      "step": 300
    },
    {
      "epoch": 15.555555555555555,
      "grad_norm": 3.5084946155548096,
      "learning_rate": 0.000175,
      "loss": 0.4661,
      "step": 350
    },
    {
      "epoch": 17.77777777777778,
      "grad_norm": 7.88467264175415,
      "learning_rate": 0.0002,
      "loss": 0.4925,
      "step": 400
    },
    {
      "epoch": 20.0,
      "grad_norm": 4.796986103057861,
      "learning_rate": 0.00022500000000000002,
      "loss": 0.4899,
      "step": 450
    },
    {
      "epoch": 22.22222222222222,
      "grad_norm": 6.419567584991455,
      "learning_rate": 0.00025,
      "loss": 0.4644,
      "step": 500
    },
    {
      "epoch": 22.22222222222222,
      "eval_loss": 0.43401163816452026,
      "eval_runtime": 17.3691,
      "eval_samples_per_second": 9.154,
      "eval_steps_per_second": 1.151,
      "step": 500
    }
  ],
  "logging_steps": 50,
  "max_steps": 4000,
  "num_input_tokens_seen": 0,
  "num_train_epochs": 182,
  "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": 6884217255754080.0,
  "train_batch_size": 16,
  "trial_name": null,
  "trial_params": null
}