{
  "best_metric": null,
  "best_model_checkpoint": null,
  "epoch": 20.0,
  "eval_steps": 500,
  "global_step": 10560,
  "is_hyper_param_search": false,
  "is_local_process_zero": true,
  "is_world_process_zero": true,
  "log_history": [
    {
      "epoch": 1.0,
      "grad_norm": 1.21040940284729,
      "learning_rate": 4.75e-05,
      "loss": 0.79,
      "step": 528
    },
    {
      "epoch": 1.0,
      "eval_accuracy": 0.8595349299413694,
      "eval_f1": 0.13053613053613053,
      "eval_loss": 0.4638139605522156,
      "eval_precision": 0.330188679245283,
      "eval_recall": 0.08134805345729228,
      "eval_runtime": 4.5047,
      "eval_samples_per_second": 207.56,
      "eval_steps_per_second": 3.33,
      "step": 528
    },
    {
      "epoch": 2.0,
      "grad_norm": 0.8728626370429993,
      "learning_rate": 4.5e-05,
      "loss": 0.3919,
      "step": 1056
    },
    {
      "epoch": 2.0,
      "eval_accuracy": 0.9275067077412302,
      "eval_f1": 0.6317512274959083,
      "eval_loss": 0.2518700361251831,
      "eval_precision": 0.5953727506426735,
      "eval_recall": 0.6728646135967461,
      "eval_runtime": 4.62,
      "eval_samples_per_second": 202.381,
      "eval_steps_per_second": 3.247,
      "step": 1056
    },
    {
      "epoch": 3.0,
      "grad_norm": 1.2418427467346191,
      "learning_rate": 4.25e-05,
      "loss": 0.2386,
      "step": 1584
    },
    {
      "epoch": 3.0,
      "eval_accuracy": 0.9381894067375535,
      "eval_f1": 0.7159389794844818,
      "eval_loss": 0.1926584243774414,
      "eval_precision": 0.6540124939932724,
      "eval_recall": 0.7908192911098199,
      "eval_runtime": 4.522,
      "eval_samples_per_second": 206.768,
      "eval_steps_per_second": 3.317,
      "step": 1584
    },
    {
      "epoch": 4.0,
      "grad_norm": 1.416585087776184,
      "learning_rate": 4e-05,
      "loss": 0.193,
      "step": 2112
    },
    {
      "epoch": 4.0,
      "eval_accuracy": 0.944797774023651,
      "eval_f1": 0.7463787200421385,
      "eval_loss": 0.16769319772720337,
      "eval_precision": 0.6825626204238922,
      "eval_recall": 0.8233585124927367,
      "eval_runtime": 4.5524,
      "eval_samples_per_second": 205.386,
      "eval_steps_per_second": 3.295,
      "step": 2112
    },
    {
      "epoch": 5.0,
      "grad_norm": 2.0125393867492676,
      "learning_rate": 3.7500000000000003e-05,
      "loss": 0.1712,
      "step": 2640
    },
    {
      "epoch": 5.0,
      "eval_accuracy": 0.9475802444599026,
      "eval_f1": 0.7629299028616435,
      "eval_loss": 0.1593998372554779,
      "eval_precision": 0.6958812260536399,
      "eval_recall": 0.8442765833817548,
      "eval_runtime": 4.594,
      "eval_samples_per_second": 203.525,
      "eval_steps_per_second": 3.265,
      "step": 2640
    },
    {
      "epoch": 6.0,
      "grad_norm": 1.202476143836975,
      "learning_rate": 3.5e-05,
      "loss": 0.1596,
      "step": 3168
    },
    {
      "epoch": 6.0,
      "eval_accuracy": 0.9497664712312431,
      "eval_f1": 0.7750591949486978,
      "eval_loss": 0.1543859839439392,
      "eval_precision": 0.708173076923077,
      "eval_recall": 0.8558977338756537,
      "eval_runtime": 4.6035,
      "eval_samples_per_second": 203.107,
      "eval_steps_per_second": 3.258,
      "step": 3168
    },
    {
      "epoch": 7.0,
      "grad_norm": 2.2051475048065186,
      "learning_rate": 3.2500000000000004e-05,
      "loss": 0.1524,
      "step": 3696
    },
    {
      "epoch": 7.0,
      "eval_accuracy": 0.950561462784458,
      "eval_f1": 0.7727628489433862,
      "eval_loss": 0.15189574658870697,
      "eval_precision": 0.7012310606060606,
      "eval_recall": 0.8605461940732132,
      "eval_runtime": 4.7094,
      "eval_samples_per_second": 198.539,
      "eval_steps_per_second": 3.185,
      "step": 3696
    },
    {
      "epoch": 8.0,
      "grad_norm": 0.5321469306945801,
      "learning_rate": 3e-05,
      "loss": 0.1452,
      "step": 4224
    },
    {
      "epoch": 8.0,
      "eval_accuracy": 0.9521514458908874,
      "eval_f1": 0.7842202806460153,
      "eval_loss": 0.14606598019599915,
      "eval_precision": 0.7203307392996109,
      "eval_recall": 0.8605461940732132,
      "eval_runtime": 4.9388,
      "eval_samples_per_second": 189.317,
      "eval_steps_per_second": 3.037,
      "step": 4224
    },
    {
      "epoch": 9.0,
      "grad_norm": 1.277453064918518,
      "learning_rate": 2.7500000000000004e-05,
      "loss": 0.1397,
      "step": 4752
    },
    {
      "epoch": 9.0,
      "eval_accuracy": 0.9535426811090132,
      "eval_f1": 0.7858095492131236,
      "eval_loss": 0.14319637417793274,
      "eval_precision": 0.7263313609467456,
      "eval_recall": 0.8558977338756537,
      "eval_runtime": 4.6458,
      "eval_samples_per_second": 201.257,
      "eval_steps_per_second": 3.229,
      "step": 4752
    },
    {
      "epoch": 10.0,
      "grad_norm": 1.3887606859207153,
      "learning_rate": 2.5e-05,
      "loss": 0.1369,
      "step": 5280
    },
    {
      "epoch": 10.0,
      "eval_accuracy": 0.9539401768856206,
      "eval_f1": 0.784512683578104,
      "eval_loss": 0.13940192759037018,
      "eval_precision": 0.7257905138339921,
      "eval_recall": 0.8535735037768739,
      "eval_runtime": 4.5522,
      "eval_samples_per_second": 205.396,
      "eval_steps_per_second": 3.295,
      "step": 5280
    },
    {
      "epoch": 11.0,
      "grad_norm": 1.879906415939331,
      "learning_rate": 2.25e-05,
      "loss": 0.1336,
      "step": 5808
    },
    {
      "epoch": 11.0,
      "eval_accuracy": 0.954287985690152,
      "eval_f1": 0.7872111767866737,
      "eval_loss": 0.13752727210521698,
      "eval_precision": 0.7321339330334833,
      "eval_recall": 0.8512492736780941,
      "eval_runtime": 4.5366,
      "eval_samples_per_second": 206.102,
      "eval_steps_per_second": 3.306,
      "step": 5808
    },
    {
      "epoch": 12.0,
      "grad_norm": 1.3187131881713867,
      "learning_rate": 2e-05,
      "loss": 0.1305,
      "step": 6336
    },
    {
      "epoch": 12.0,
      "eval_accuracy": 0.9547351684388353,
      "eval_f1": 0.7895726955119592,
      "eval_loss": 0.13747519254684448,
      "eval_precision": 0.7345,
      "eval_recall": 0.8535735037768739,
      "eval_runtime": 4.526,
      "eval_samples_per_second": 206.585,
      "eval_steps_per_second": 3.314,
      "step": 6336
    },
    {
      "epoch": 13.0,
      "grad_norm": 1.600463628768921,
      "learning_rate": 1.75e-05,
      "loss": 0.1281,
      "step": 6864
    },
    {
      "epoch": 13.0,
      "eval_accuracy": 0.9547351684388353,
      "eval_f1": 0.7887248322147652,
      "eval_loss": 0.13505811989307404,
      "eval_precision": 0.7330339321357285,
      "eval_recall": 0.8535735037768739,
      "eval_runtime": 4.5517,
      "eval_samples_per_second": 205.416,
      "eval_steps_per_second": 3.295,
      "step": 6864
    },
    {
      "epoch": 14.0,
      "grad_norm": 1.121996283531189,
      "learning_rate": 1.5e-05,
      "loss": 0.1252,
      "step": 7392
    },
    {
      "epoch": 14.0,
      "eval_accuracy": 0.9553314121037464,
      "eval_f1": 0.794345158708989,
      "eval_loss": 0.13602255284786224,
      "eval_precision": 0.7342209072978304,
      "eval_recall": 0.8651946542707728,
      "eval_runtime": 4.6009,
      "eval_samples_per_second": 203.22,
      "eval_steps_per_second": 3.26,
      "step": 7392
    },
    {
      "epoch": 15.0,
      "grad_norm": 1.0593712329864502,
      "learning_rate": 1.25e-05,
      "loss": 0.124,
      "step": 7920
    },
    {
      "epoch": 15.0,
      "eval_accuracy": 0.9541389247739243,
      "eval_f1": 0.7874899759422614,
      "eval_loss": 0.13636602461338043,
      "eval_precision": 0.7292079207920792,
      "eval_recall": 0.8558977338756537,
      "eval_runtime": 4.6126,
      "eval_samples_per_second": 202.707,
      "eval_steps_per_second": 3.252,
      "step": 7920
    },
    {
      "epoch": 16.0,
      "grad_norm": 1.4150090217590332,
      "learning_rate": 1e-05,
      "loss": 0.1234,
      "step": 8448
    },
    {
      "epoch": 16.0,
      "eval_accuracy": 0.954933916327139,
      "eval_f1": 0.7875565009306035,
      "eval_loss": 0.13505925238132477,
      "eval_precision": 0.7259803921568627,
      "eval_recall": 0.8605461940732132,
      "eval_runtime": 4.6455,
      "eval_samples_per_second": 201.272,
      "eval_steps_per_second": 3.229,
      "step": 8448
    },
    {
      "epoch": 17.0,
      "grad_norm": 0.8472805619239807,
      "learning_rate": 7.5e-06,
      "loss": 0.1224,
      "step": 8976
    },
    {
      "epoch": 17.0,
      "eval_accuracy": 0.954933916327139,
      "eval_f1": 0.7918106886466365,
      "eval_loss": 0.13572688400745392,
      "eval_precision": 0.7299019607843137,
      "eval_recall": 0.8651946542707728,
      "eval_runtime": 4.5281,
      "eval_samples_per_second": 206.491,
      "eval_steps_per_second": 3.313,
      "step": 8976
    },
    {
      "epoch": 18.0,
      "grad_norm": 1.521100401878357,
      "learning_rate": 5e-06,
      "loss": 0.1208,
      "step": 9504
    },
    {
      "epoch": 18.0,
      "eval_accuracy": 0.9553314121037464,
      "eval_f1": 0.7947830715996806,
      "eval_loss": 0.1359829157590866,
      "eval_precision": 0.7333005893909627,
      "eval_recall": 0.8675188843695526,
      "eval_runtime": 4.5366,
      "eval_samples_per_second": 206.104,
      "eval_steps_per_second": 3.306,
      "step": 9504
    },
    {
      "epoch": 19.0,
      "grad_norm": 0.9698516726493835,
      "learning_rate": 2.5e-06,
      "loss": 0.1201,
      "step": 10032
    },
    {
      "epoch": 19.0,
      "eval_accuracy": 0.95553015999205,
      "eval_f1": 0.7956301625366373,
      "eval_loss": 0.13499899208545685,
      "eval_precision": 0.734744094488189,
      "eval_recall": 0.8675188843695526,
      "eval_runtime": 4.5393,
      "eval_samples_per_second": 205.979,
      "eval_steps_per_second": 3.304,
      "step": 10032
    },
    {
      "epoch": 20.0,
      "grad_norm": 1.61683189868927,
      "learning_rate": 0.0,
      "loss": 0.1205,
      "step": 10560
    },
    {
      "epoch": 20.0,
      "eval_accuracy": 0.95553015999205,
      "eval_f1": 0.794345158708989,
      "eval_loss": 0.1346217691898346,
      "eval_precision": 0.7342209072978304,
      "eval_recall": 0.8651946542707728,
      "eval_runtime": 4.9424,
      "eval_samples_per_second": 189.179,
      "eval_steps_per_second": 3.035,
      "step": 10560
    },
    {
      "epoch": 20.0,
      "step": 10560,
      "total_flos": 4541164131293502.0,
      "train_loss": 0.18834613236514006,
      "train_runtime": 1259.6794,
      "train_samples_per_second": 133.955,
      "train_steps_per_second": 8.383
    }
  ],
  "logging_steps": 500,
  "max_steps": 10560,
  "num_input_tokens_seen": 0,
  "num_train_epochs": 20,
  "save_steps": 500,
  "total_flos": 4541164131293502.0,
  "train_batch_size": 16,
  "trial_name": null,
  "trial_params": null
}