{
  "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": 4.705079078674316,
      "learning_rate": 4.75e-05,
      "loss": 0.5593,
      "step": 122
    },
    {
      "epoch": 1.0,
      "eval_accuracy": 0.7268170426065163,
      "eval_f1": 0.6589395923680764,
      "eval_loss": 0.5025668144226074,
      "eval_precision": 0.6658409387222947,
      "eval_recall": 0.6542098563375159,
      "eval_runtime": 5.1146,
      "eval_samples_per_second": 78.012,
      "eval_steps_per_second": 9.776,
      "step": 122
    },
    {
      "epoch": 2.0,
      "grad_norm": 3.789808988571167,
      "learning_rate": 4.5e-05,
      "loss": 0.4995,
      "step": 244
    },
    {
      "epoch": 2.0,
      "eval_accuracy": 0.7543859649122807,
      "eval_f1": 0.7226336397684712,
      "eval_loss": 0.47967690229415894,
      "eval_precision": 0.7148526077097506,
      "eval_recall": 0.7412256773958902,
      "eval_runtime": 5.0589,
      "eval_samples_per_second": 78.87,
      "eval_steps_per_second": 9.883,
      "step": 244
    },
    {
      "epoch": 3.0,
      "grad_norm": 4.145122051239014,
      "learning_rate": 4.25e-05,
      "loss": 0.4612,
      "step": 366
    },
    {
      "epoch": 3.0,
      "eval_accuracy": 0.7644110275689223,
      "eval_f1": 0.7262335766423358,
      "eval_loss": 0.4281724691390991,
      "eval_precision": 0.7199248120300752,
      "eval_recall": 0.7358156028368794,
      "eval_runtime": 5.0857,
      "eval_samples_per_second": 78.455,
      "eval_steps_per_second": 9.831,
      "step": 366
    },
    {
      "epoch": 4.0,
      "grad_norm": 3.555657386779785,
      "learning_rate": 4e-05,
      "loss": 0.4019,
      "step": 488
    },
    {
      "epoch": 4.0,
      "eval_accuracy": 0.8295739348370927,
      "eval_f1": 0.7933776044839771,
      "eval_loss": 0.3933873772621155,
      "eval_precision": 0.7949020208205757,
      "eval_recall": 0.7919167121294781,
      "eval_runtime": 5.0576,
      "eval_samples_per_second": 78.891,
      "eval_steps_per_second": 9.886,
      "step": 488
    },
    {
      "epoch": 5.0,
      "grad_norm": 1.5041733980178833,
      "learning_rate": 3.7500000000000003e-05,
      "loss": 0.3665,
      "step": 610
    },
    {
      "epoch": 5.0,
      "eval_accuracy": 0.7969924812030075,
      "eval_f1": 0.772043420300895,
      "eval_loss": 0.42343708872795105,
      "eval_precision": 0.7618072289156627,
      "eval_recall": 0.7963720676486634,
      "eval_runtime": 5.0851,
      "eval_samples_per_second": 78.464,
      "eval_steps_per_second": 9.833,
      "step": 610
    },
    {
      "epoch": 6.0,
      "grad_norm": 1.9622180461883545,
      "learning_rate": 3.5e-05,
      "loss": 0.334,
      "step": 732
    },
    {
      "epoch": 6.0,
      "eval_accuracy": 0.8195488721804511,
      "eval_f1": 0.788441145281018,
      "eval_loss": 0.3723360300064087,
      "eval_precision": 0.7816537467700257,
      "eval_recall": 0.7973267866884888,
      "eval_runtime": 5.0586,
      "eval_samples_per_second": 78.875,
      "eval_steps_per_second": 9.884,
      "step": 732
    },
    {
      "epoch": 7.0,
      "grad_norm": 0.7456966042518616,
      "learning_rate": 3.2500000000000004e-05,
      "loss": 0.3263,
      "step": 854
    },
    {
      "epoch": 7.0,
      "eval_accuracy": 0.8345864661654135,
      "eval_f1": 0.8086080586080586,
      "eval_loss": 0.37042734026908875,
      "eval_precision": 0.7989898989898989,
      "eval_recall": 0.8229678123295144,
      "eval_runtime": 5.0772,
      "eval_samples_per_second": 78.586,
      "eval_steps_per_second": 9.848,
      "step": 854
    },
    {
      "epoch": 8.0,
      "grad_norm": 4.445054531097412,
      "learning_rate": 3e-05,
      "loss": 0.3076,
      "step": 976
    },
    {
      "epoch": 8.0,
      "eval_accuracy": 0.8471177944862155,
      "eval_f1": 0.8160386984618873,
      "eval_loss": 0.352139413356781,
      "eval_precision": 0.8152632848784607,
      "eval_recall": 0.8168303327877796,
      "eval_runtime": 5.0512,
      "eval_samples_per_second": 78.991,
      "eval_steps_per_second": 9.899,
      "step": 976
    },
    {
      "epoch": 9.0,
      "grad_norm": 5.338367462158203,
      "learning_rate": 2.7500000000000004e-05,
      "loss": 0.298,
      "step": 1098
    },
    {
      "epoch": 9.0,
      "eval_accuracy": 0.8471177944862155,
      "eval_f1": 0.8186863532409097,
      "eval_loss": 0.35223379731178284,
      "eval_precision": 0.8138123167155425,
      "eval_recall": 0.8243316966721222,
      "eval_runtime": 5.0482,
      "eval_samples_per_second": 79.038,
      "eval_steps_per_second": 9.904,
      "step": 1098
    },
    {
      "epoch": 10.0,
      "grad_norm": 6.702072620391846,
      "learning_rate": 2.5e-05,
      "loss": 0.2923,
      "step": 1220
    },
    {
      "epoch": 10.0,
      "eval_accuracy": 0.8571428571428571,
      "eval_f1": 0.8263588263588264,
      "eval_loss": 0.3374755382537842,
      "eval_precision": 0.8289473684210527,
      "eval_recall": 0.8239225313693399,
      "eval_runtime": 5.0805,
      "eval_samples_per_second": 78.536,
      "eval_steps_per_second": 9.842,
      "step": 1220
    },
    {
      "epoch": 11.0,
      "grad_norm": 6.563529968261719,
      "learning_rate": 2.25e-05,
      "loss": 0.2689,
      "step": 1342
    },
    {
      "epoch": 11.0,
      "eval_accuracy": 0.8621553884711779,
      "eval_f1": 0.8357422474382676,
      "eval_loss": 0.3392201364040375,
      "eval_precision": 0.8319228265372551,
      "eval_recall": 0.8399709038006911,
      "eval_runtime": 5.0499,
      "eval_samples_per_second": 79.012,
      "eval_steps_per_second": 9.901,
      "step": 1342
    },
    {
      "epoch": 12.0,
      "grad_norm": 14.090389251708984,
      "learning_rate": 2e-05,
      "loss": 0.2686,
      "step": 1464
    },
    {
      "epoch": 12.0,
      "eval_accuracy": 0.8621553884711779,
      "eval_f1": 0.8372817261706151,
      "eval_loss": 0.34843868017196655,
      "eval_precision": 0.8308913308913308,
      "eval_recall": 0.8449718130569195,
      "eval_runtime": 5.0635,
      "eval_samples_per_second": 78.799,
      "eval_steps_per_second": 9.875,
      "step": 1464
    },
    {
      "epoch": 13.0,
      "grad_norm": 1.997685432434082,
      "learning_rate": 1.75e-05,
      "loss": 0.2726,
      "step": 1586
    },
    {
      "epoch": 13.0,
      "eval_accuracy": 0.8596491228070176,
      "eval_f1": 0.8298403801632752,
      "eval_loss": 0.3257535398006439,
      "eval_precision": 0.8315523576240049,
      "eval_recall": 0.8281960356428442,
      "eval_runtime": 5.0532,
      "eval_samples_per_second": 78.96,
      "eval_steps_per_second": 9.895,
      "step": 1586
    },
    {
      "epoch": 14.0,
      "grad_norm": 10.811493873596191,
      "learning_rate": 1.5e-05,
      "loss": 0.2713,
      "step": 1708
    },
    {
      "epoch": 14.0,
      "eval_accuracy": 0.8621553884711779,
      "eval_f1": 0.8341332527115377,
      "eval_loss": 0.324627548456192,
      "eval_precision": 0.8333132275770553,
      "eval_recall": 0.8349699945444626,
      "eval_runtime": 5.0517,
      "eval_samples_per_second": 78.983,
      "eval_steps_per_second": 9.898,
      "step": 1708
    },
    {
      "epoch": 15.0,
      "grad_norm": 1.337926983833313,
      "learning_rate": 1.25e-05,
      "loss": 0.2577,
      "step": 1830
    },
    {
      "epoch": 15.0,
      "eval_accuracy": 0.8596491228070176,
      "eval_f1": 0.8323529411764705,
      "eval_loss": 0.3306790590286255,
      "eval_precision": 0.8292704679231822,
      "eval_recall": 0.8356973995271868,
      "eval_runtime": 5.089,
      "eval_samples_per_second": 78.404,
      "eval_steps_per_second": 9.825,
      "step": 1830
    },
    {
      "epoch": 16.0,
      "grad_norm": 6.205774784088135,
      "learning_rate": 1e-05,
      "loss": 0.2519,
      "step": 1952
    },
    {
      "epoch": 16.0,
      "eval_accuracy": 0.8621553884711779,
      "eval_f1": 0.8365204824303285,
      "eval_loss": 0.3305480182170868,
      "eval_precision": 0.8313636363636363,
      "eval_recall": 0.8424713584288053,
      "eval_runtime": 5.0659,
      "eval_samples_per_second": 78.761,
      "eval_steps_per_second": 9.87,
      "step": 1952
    },
    {
      "epoch": 17.0,
      "grad_norm": 7.098486423492432,
      "learning_rate": 7.5e-06,
      "loss": 0.2488,
      "step": 2074
    },
    {
      "epoch": 17.0,
      "eval_accuracy": 0.8546365914786967,
      "eval_f1": 0.8246499363520641,
      "eval_loss": 0.3233925998210907,
      "eval_precision": 0.8246499363520641,
      "eval_recall": 0.8246499363520641,
      "eval_runtime": 5.0647,
      "eval_samples_per_second": 78.781,
      "eval_steps_per_second": 9.872,
      "step": 2074
    },
    {
      "epoch": 18.0,
      "grad_norm": 4.508778095245361,
      "learning_rate": 5e-06,
      "loss": 0.2546,
      "step": 2196
    },
    {
      "epoch": 18.0,
      "eval_accuracy": 0.8646616541353384,
      "eval_f1": 0.8391129032258065,
      "eval_loss": 0.32470664381980896,
      "eval_precision": 0.8345705196182396,
      "eval_recall": 0.8442444080741953,
      "eval_runtime": 5.0482,
      "eval_samples_per_second": 79.038,
      "eval_steps_per_second": 9.904,
      "step": 2196
    },
    {
      "epoch": 19.0,
      "grad_norm": 3.409043073654175,
      "learning_rate": 2.5e-06,
      "loss": 0.2463,
      "step": 2318
    },
    {
      "epoch": 19.0,
      "eval_accuracy": 0.8596491228070176,
      "eval_f1": 0.8306964902709584,
      "eval_loss": 0.3204318881034851,
      "eval_precision": 0.8306964902709584,
      "eval_recall": 0.8306964902709584,
      "eval_runtime": 5.0518,
      "eval_samples_per_second": 78.982,
      "eval_steps_per_second": 9.897,
      "step": 2318
    },
    {
      "epoch": 20.0,
      "grad_norm": 8.363502502441406,
      "learning_rate": 0.0,
      "loss": 0.2458,
      "step": 2440
    },
    {
      "epoch": 20.0,
      "eval_accuracy": 0.8621553884711779,
      "eval_f1": 0.8349466368826011,
      "eval_loss": 0.32170674204826355,
      "eval_precision": 0.8325716845878136,
      "eval_recall": 0.8374704491725768,
      "eval_runtime": 5.054,
      "eval_samples_per_second": 78.947,
      "eval_steps_per_second": 9.893,
      "step": 2440
    },
    {
      "epoch": 20.0,
      "step": 2440,
      "total_flos": 7609911792720000.0,
      "train_loss": 0.3216621422376789,
      "train_runtime": 1955.2061,
      "train_samples_per_second": 37.213,
      "train_steps_per_second": 1.248
    }
  ],
  "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
}