run-2/checkpoint-3000/trainer_state.json

{
  "best_metric": null,
  "best_model_checkpoint": null,
  "epoch": 9.433962264150944,
  "eval_steps": 500,
  "global_step": 3000,
  "is_hyper_param_search": true,
  "is_local_process_zero": true,
  "is_world_process_zero": true,
  "log_history": [
    {
      "epoch": 1.0,
      "eval_accuracy": 0.5796774193548387,
      "eval_loss": 0.1907225400209427,
      "eval_runtime": 5.6367,
      "eval_samples_per_second": 549.965,
      "eval_steps_per_second": 11.532,
      "step": 318
    },
    {
      "epoch": 1.5723270440251573,
      "grad_norm": 0.5174282193183899,
      "learning_rate": 1.685534591194969e-05,
      "loss": 0.3083,
      "step": 500
    },
    {
      "epoch": 2.0,
      "eval_accuracy": 0.817741935483871,
      "eval_loss": 0.09267137199640274,
      "eval_runtime": 5.8965,
      "eval_samples_per_second": 525.732,
      "eval_steps_per_second": 11.023,
      "step": 636
    },
    {
      "epoch": 3.0,
      "eval_accuracy": 0.8780645161290322,
      "eval_loss": 0.06213448941707611,
      "eval_runtime": 6.1922,
      "eval_samples_per_second": 500.633,
      "eval_steps_per_second": 10.497,
      "step": 954
    },
    {
      "epoch": 3.1446540880503147,
      "grad_norm": 0.42976459860801697,
      "learning_rate": 1.371069182389937e-05,
      "loss": 0.1074,
      "step": 1000
    },
    {
      "epoch": 4.0,
      "eval_accuracy": 0.9006451612903226,
      "eval_loss": 0.047995250672101974,
      "eval_runtime": 5.9722,
      "eval_samples_per_second": 519.074,
      "eval_steps_per_second": 10.884,
      "step": 1272
    },
    {
      "epoch": 4.716981132075472,
      "grad_norm": 0.29368260502815247,
      "learning_rate": 1.0566037735849058e-05,
      "loss": 0.0685,
      "step": 1500
    },
    {
      "epoch": 5.0,
      "eval_accuracy": 0.9093548387096774,
      "eval_loss": 0.03920818120241165,
      "eval_runtime": 5.8584,
      "eval_samples_per_second": 529.158,
      "eval_steps_per_second": 11.095,
      "step": 1590
    },
    {
      "epoch": 6.0,
      "eval_accuracy": 0.9125806451612903,
      "eval_loss": 0.034214429557323456,
      "eval_runtime": 5.6445,
      "eval_samples_per_second": 549.203,
      "eval_steps_per_second": 11.516,
      "step": 1908
    },
    {
      "epoch": 6.289308176100629,
      "grad_norm": 0.25137194991111755,
      "learning_rate": 7.421383647798742e-06,
      "loss": 0.0535,
      "step": 2000
    },
    {
      "epoch": 7.0,
      "eval_accuracy": 0.9206451612903226,
      "eval_loss": 0.031481869518756866,
      "eval_runtime": 5.8755,
      "eval_samples_per_second": 527.611,
      "eval_steps_per_second": 11.063,
      "step": 2226
    },
    {
      "epoch": 7.861635220125786,
      "grad_norm": 0.266741544008255,
      "learning_rate": 4.276729559748428e-06,
      "loss": 0.0463,
      "step": 2500
    },
    {
      "epoch": 8.0,
      "eval_accuracy": 0.9264516129032258,
      "eval_loss": 0.029149888083338737,
      "eval_runtime": 5.728,
      "eval_samples_per_second": 541.205,
      "eval_steps_per_second": 11.348,
      "step": 2544
    },
    {
      "epoch": 9.0,
      "eval_accuracy": 0.9283870967741935,
      "eval_loss": 0.02811308391392231,
      "eval_runtime": 5.6298,
      "eval_samples_per_second": 550.644,
      "eval_steps_per_second": 11.546,
      "step": 2862
    },
    {
      "epoch": 9.433962264150944,
      "grad_norm": 0.2486511617898941,
      "learning_rate": 1.1320754716981133e-06,
      "loss": 0.0429,
      "step": 3000
    }
  ],
  "logging_steps": 500,
  "max_steps": 3180,
  "num_input_tokens_seen": 0,
  "num_train_epochs": 10,
  "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": 780738843279612.0,
  "train_batch_size": 48,
  "trial_name": null,
  "trial_params": {
    "alpha": 0.4529889909540463,
    "num_train_epochs": 10,
    "temperature": 17
  }
}