{
  "best_metric": null,
  "best_model_checkpoint": null,
  "epoch": 20.0,
  "eval_steps": 500,
  "global_step": 2440,
  "is_hyper_param_search": false,
  "is_local_process_zero": true,
  "is_world_process_zero": true,
  "log_history": [
    {
      "epoch": 1.0,
      "grad_norm": 5.93964147567749,
      "learning_rate": 4.75e-05,
      "loss": 0.5623,
      "step": 122
    },
    {
      "epoch": 1.0,
      "eval_accuracy": 0.7268170426065163,
      "eval_f1": 0.6301313943104988,
      "eval_loss": 0.5216777324676514,
      "eval_precision": 0.6603762281332375,
      "eval_recall": 0.6217039461720313,
      "eval_runtime": 5.0877,
      "eval_samples_per_second": 78.424,
      "eval_steps_per_second": 9.828,
      "step": 122
    },
    {
      "epoch": 2.0,
      "grad_norm": 3.8485560417175293,
      "learning_rate": 4.5e-05,
      "loss": 0.5061,
      "step": 244
    },
    {
      "epoch": 2.0,
      "eval_accuracy": 0.7568922305764411,
      "eval_f1": 0.7089058868656783,
      "eval_loss": 0.48978015780448914,
      "eval_precision": 0.7074372759856631,
      "eval_recall": 0.7104928168757956,
      "eval_runtime": 5.0629,
      "eval_samples_per_second": 78.809,
      "eval_steps_per_second": 9.876,
      "step": 244
    },
    {
      "epoch": 3.0,
      "grad_norm": 5.005080699920654,
      "learning_rate": 4.25e-05,
      "loss": 0.4443,
      "step": 366
    },
    {
      "epoch": 3.0,
      "eval_accuracy": 0.8120300751879699,
      "eval_f1": 0.7678883071553229,
      "eval_loss": 0.40850991010665894,
      "eval_precision": 0.7750572737686139,
      "eval_recall": 0.7620021822149482,
      "eval_runtime": 5.144,
      "eval_samples_per_second": 77.566,
      "eval_steps_per_second": 9.72,
      "step": 366
    },
    {
      "epoch": 4.0,
      "grad_norm": 2.8029582500457764,
      "learning_rate": 4e-05,
      "loss": 0.3805,
      "step": 488
    },
    {
      "epoch": 4.0,
      "eval_accuracy": 0.8245614035087719,
      "eval_f1": 0.7751786979200206,
      "eval_loss": 0.3672122061252594,
      "eval_precision": 0.7980263157894737,
      "eval_recall": 0.7608656119294417,
      "eval_runtime": 5.0838,
      "eval_samples_per_second": 78.485,
      "eval_steps_per_second": 9.835,
      "step": 488
    },
    {
      "epoch": 5.0,
      "grad_norm": 3.751908540725708,
      "learning_rate": 3.7500000000000003e-05,
      "loss": 0.3488,
      "step": 610
    },
    {
      "epoch": 5.0,
      "eval_accuracy": 0.8521303258145363,
      "eval_f1": 0.8229427559286084,
      "eval_loss": 0.35348454117774963,
      "eval_precision": 0.8206541218637993,
      "eval_recall": 0.8253773413347881,
      "eval_runtime": 5.0536,
      "eval_samples_per_second": 78.953,
      "eval_steps_per_second": 9.894,
      "step": 610
    },
    {
      "epoch": 6.0,
      "grad_norm": 4.316796779632568,
      "learning_rate": 3.5e-05,
      "loss": 0.3156,
      "step": 732
    },
    {
      "epoch": 6.0,
      "eval_accuracy": 0.8571428571428571,
      "eval_f1": 0.8254579780661698,
      "eval_loss": 0.33368828892707825,
      "eval_precision": 0.8299216027874565,
      "eval_recall": 0.8214220767412257,
      "eval_runtime": 5.0533,
      "eval_samples_per_second": 78.959,
      "eval_steps_per_second": 9.895,
      "step": 732
    },
    {
      "epoch": 7.0,
      "grad_norm": 18.979951858520508,
      "learning_rate": 3.2500000000000004e-05,
      "loss": 0.3055,
      "step": 854
    },
    {
      "epoch": 7.0,
      "eval_accuracy": 0.8621553884711779,
      "eval_f1": 0.8297847585805701,
      "eval_loss": 0.3217175304889679,
      "eval_precision": 0.8385357006491028,
      "eval_recall": 0.8224677214038916,
      "eval_runtime": 5.0744,
      "eval_samples_per_second": 78.63,
      "eval_steps_per_second": 9.853,
      "step": 854
    },
    {
      "epoch": 8.0,
      "grad_norm": 5.143575191497803,
      "learning_rate": 3e-05,
      "loss": 0.2995,
      "step": 976
    },
    {
      "epoch": 8.0,
      "eval_accuracy": 0.8596491228070176,
      "eval_f1": 0.8271551457392166,
      "eval_loss": 0.31452828645706177,
      "eval_precision": 0.8347358430876305,
      "eval_recall": 0.8206946717585015,
      "eval_runtime": 5.0883,
      "eval_samples_per_second": 78.414,
      "eval_steps_per_second": 9.826,
      "step": 976
    },
    {
      "epoch": 9.0,
      "grad_norm": 6.147844314575195,
      "learning_rate": 2.7500000000000004e-05,
      "loss": 0.2825,
      "step": 1098
    },
    {
      "epoch": 9.0,
      "eval_accuracy": 0.8671679197994987,
      "eval_f1": 0.8393634395533442,
      "eval_loss": 0.3090471923351288,
      "eval_precision": 0.8402278542707444,
      "eval_recall": 0.8385160938352427,
      "eval_runtime": 5.0782,
      "eval_samples_per_second": 78.572,
      "eval_steps_per_second": 9.846,
      "step": 1098
    },
    {
      "epoch": 10.0,
      "grad_norm": 5.50480842590332,
      "learning_rate": 2.5e-05,
      "loss": 0.272,
      "step": 1220
    },
    {
      "epoch": 10.0,
      "eval_accuracy": 0.8721804511278195,
      "eval_f1": 0.8461962888779714,
      "eval_loss": 0.29923897981643677,
      "eval_precision": 0.8453465227094517,
      "eval_recall": 0.8470631023822512,
      "eval_runtime": 5.0745,
      "eval_samples_per_second": 78.629,
      "eval_steps_per_second": 9.853,
      "step": 1220
    },
    {
      "epoch": 11.0,
      "grad_norm": 6.085771083831787,
      "learning_rate": 2.25e-05,
      "loss": 0.2626,
      "step": 1342
    },
    {
      "epoch": 11.0,
      "eval_accuracy": 0.87468671679198,
      "eval_f1": 0.8439846096096095,
      "eval_loss": 0.30075788497924805,
      "eval_precision": 0.8568027210884354,
      "eval_recall": 0.8338334242589562,
      "eval_runtime": 5.0607,
      "eval_samples_per_second": 78.843,
      "eval_steps_per_second": 9.88,
      "step": 1342
    },
    {
      "epoch": 12.0,
      "grad_norm": 10.957924842834473,
      "learning_rate": 2e-05,
      "loss": 0.2641,
      "step": 1464
    },
    {
      "epoch": 12.0,
      "eval_accuracy": 0.87468671679198,
      "eval_f1": 0.8488361520276414,
      "eval_loss": 0.2949255406856537,
      "eval_precision": 0.8488361520276414,
      "eval_recall": 0.8488361520276414,
      "eval_runtime": 5.0742,
      "eval_samples_per_second": 78.634,
      "eval_steps_per_second": 9.854,
      "step": 1464
    },
    {
      "epoch": 13.0,
      "grad_norm": 3.114020347595215,
      "learning_rate": 1.75e-05,
      "loss": 0.257,
      "step": 1586
    },
    {
      "epoch": 13.0,
      "eval_accuracy": 0.8771929824561403,
      "eval_f1": 0.8475258334958082,
      "eval_loss": 0.28850188851356506,
      "eval_precision": 0.8591828192414193,
      "eval_recall": 0.8381069285324605,
      "eval_runtime": 5.0549,
      "eval_samples_per_second": 78.934,
      "eval_steps_per_second": 9.891,
      "step": 1586
    },
    {
      "epoch": 14.0,
      "grad_norm": 4.347434043884277,
      "learning_rate": 1.5e-05,
      "loss": 0.2473,
      "step": 1708
    },
    {
      "epoch": 14.0,
      "eval_accuracy": 0.8822055137844611,
      "eval_f1": 0.8568221901555235,
      "eval_loss": 0.2826312482357025,
      "eval_precision": 0.8596491228070176,
      "eval_recall": 0.8541553009638116,
      "eval_runtime": 5.0506,
      "eval_samples_per_second": 79.001,
      "eval_steps_per_second": 9.9,
      "step": 1708
    },
    {
      "epoch": 15.0,
      "grad_norm": 1.6674721240997314,
      "learning_rate": 1.25e-05,
      "loss": 0.2456,
      "step": 1830
    },
    {
      "epoch": 15.0,
      "eval_accuracy": 0.8847117794486216,
      "eval_f1": 0.8609292598654301,
      "eval_loss": 0.2825632393360138,
      "eval_precision": 0.8609292598654301,
      "eval_recall": 0.8609292598654301,
      "eval_runtime": 5.071,
      "eval_samples_per_second": 78.683,
      "eval_steps_per_second": 9.86,
      "step": 1830
    },
    {
      "epoch": 16.0,
      "grad_norm": 5.605799674987793,
      "learning_rate": 1e-05,
      "loss": 0.2477,
      "step": 1952
    },
    {
      "epoch": 16.0,
      "eval_accuracy": 0.8847117794486216,
      "eval_f1": 0.8602260265626904,
      "eval_loss": 0.2795054018497467,
      "eval_precision": 0.8620943049601959,
      "eval_recall": 0.8584288052373159,
      "eval_runtime": 5.063,
      "eval_samples_per_second": 78.807,
      "eval_steps_per_second": 9.876,
      "step": 1952
    },
    {
      "epoch": 17.0,
      "grad_norm": 1.4996304512023926,
      "learning_rate": 7.5e-06,
      "loss": 0.2426,
      "step": 2074
    },
    {
      "epoch": 17.0,
      "eval_accuracy": 0.8796992481203008,
      "eval_f1": 0.8526315789473684,
      "eval_loss": 0.2793760895729065,
      "eval_precision": 0.8585304054054055,
      "eval_recall": 0.8473813420621932,
      "eval_runtime": 5.0574,
      "eval_samples_per_second": 78.894,
      "eval_steps_per_second": 9.886,
      "step": 2074
    },
    {
      "epoch": 18.0,
      "grad_norm": 3.353811264038086,
      "learning_rate": 5e-06,
      "loss": 0.2359,
      "step": 2196
    },
    {
      "epoch": 18.0,
      "eval_accuracy": 0.8872180451127819,
      "eval_f1": 0.8629148629148629,
      "eval_loss": 0.27959930896759033,
      "eval_precision": 0.8657894736842104,
      "eval_recall": 0.860201854882706,
      "eval_runtime": 5.0719,
      "eval_samples_per_second": 78.668,
      "eval_steps_per_second": 9.858,
      "step": 2196
    },
    {
      "epoch": 19.0,
      "grad_norm": 6.069816589355469,
      "learning_rate": 2.5e-06,
      "loss": 0.2417,
      "step": 2318
    },
    {
      "epoch": 19.0,
      "eval_accuracy": 0.8847117794486216,
      "eval_f1": 0.8587719298245614,
      "eval_loss": 0.27870801091194153,
      "eval_precision": 0.864771021021021,
      "eval_recall": 0.8534278959810875,
      "eval_runtime": 5.0523,
      "eval_samples_per_second": 78.973,
      "eval_steps_per_second": 9.896,
      "step": 2318
    },
    {
      "epoch": 20.0,
      "grad_norm": 4.868233680725098,
      "learning_rate": 0.0,
      "loss": 0.2319,
      "step": 2440
    },
    {
      "epoch": 20.0,
      "eval_accuracy": 0.8847117794486216,
      "eval_f1": 0.8587719298245614,
      "eval_loss": 0.2786270081996918,
      "eval_precision": 0.864771021021021,
      "eval_recall": 0.8534278959810875,
      "eval_runtime": 5.0608,
      "eval_samples_per_second": 78.841,
      "eval_steps_per_second": 9.88,
      "step": 2440
    },
    {
      "epoch": 20.0,
      "step": 2440,
      "total_flos": 7609911792720000.0,
      "train_loss": 0.30967485005738304,
      "train_runtime": 1934.4038,
      "train_samples_per_second": 37.614,
      "train_steps_per_second": 1.261
    }
  ],
  "logging_steps": 500,
  "max_steps": 2440,
  "num_input_tokens_seen": 0,
  "num_train_epochs": 20,
  "save_steps": 500,
  "total_flos": 7609911792720000.0,
  "train_batch_size": 30,
  "trial_name": null,
  "trial_params": null
}