{
  "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": 1.1869616508483887,
      "learning_rate": 4.75e-05,
      "loss": 0.7039,
      "step": 528
    },
    {
      "epoch": 1.0,
      "eval_accuracy": 0.9123024942859982,
      "eval_f1": 0.5240871432954894,
      "eval_loss": 0.3293141722679138,
      "eval_precision": 0.5552665799739922,
      "eval_recall": 0.4962231260894829,
      "eval_runtime": 4.4586,
      "eval_samples_per_second": 209.707,
      "eval_steps_per_second": 3.364,
      "step": 528
    },
    {
      "epoch": 2.0,
      "grad_norm": 0.910118818283081,
      "learning_rate": 4.5e-05,
      "loss": 0.2536,
      "step": 1056
    },
    {
      "epoch": 2.0,
      "eval_accuracy": 0.9424127993640068,
      "eval_f1": 0.7274131274131275,
      "eval_loss": 0.1835452765226364,
      "eval_precision": 0.6529574861367837,
      "eval_recall": 0.821034282393957,
      "eval_runtime": 4.5532,
      "eval_samples_per_second": 205.348,
      "eval_steps_per_second": 3.294,
      "step": 1056
    },
    {
      "epoch": 3.0,
      "grad_norm": 10.446182250976562,
      "learning_rate": 4.25e-05,
      "loss": 0.1831,
      "step": 1584
    },
    {
      "epoch": 3.0,
      "eval_accuracy": 0.9440027824704362,
      "eval_f1": 0.7365129007036748,
      "eval_loss": 0.18317362666130066,
      "eval_precision": 0.6677693761814745,
      "eval_recall": 0.821034282393957,
      "eval_runtime": 4.5192,
      "eval_samples_per_second": 206.893,
      "eval_steps_per_second": 3.319,
      "step": 1584
    },
    {
      "epoch": 4.0,
      "grad_norm": 5.82688045501709,
      "learning_rate": 4e-05,
      "loss": 0.1623,
      "step": 2112
    },
    {
      "epoch": 4.0,
      "eval_accuracy": 0.9535426811090132,
      "eval_f1": 0.7789361133386795,
      "eval_loss": 0.14634285867214203,
      "eval_precision": 0.7212871287128713,
      "eval_recall": 0.8466008134805346,
      "eval_runtime": 4.5284,
      "eval_samples_per_second": 206.475,
      "eval_steps_per_second": 3.312,
      "step": 2112
    },
    {
      "epoch": 5.0,
      "grad_norm": 1.118807077407837,
      "learning_rate": 3.7500000000000003e-05,
      "loss": 0.1439,
      "step": 2640
    },
    {
      "epoch": 5.0,
      "eval_accuracy": 0.9541389247739243,
      "eval_f1": 0.7746591820368887,
      "eval_loss": 0.1386542022228241,
      "eval_precision": 0.7173267326732673,
      "eval_recall": 0.841952353282975,
      "eval_runtime": 4.4965,
      "eval_samples_per_second": 207.94,
      "eval_steps_per_second": 3.336,
      "step": 2640
    },
    {
      "epoch": 6.0,
      "grad_norm": 1.6887811422348022,
      "learning_rate": 3.5e-05,
      "loss": 0.1348,
      "step": 3168
    },
    {
      "epoch": 6.0,
      "eval_accuracy": 0.9553314121037464,
      "eval_f1": 0.7892923403127484,
      "eval_loss": 0.1382703185081482,
      "eval_precision": 0.7256335282651072,
      "eval_recall": 0.8651946542707728,
      "eval_runtime": 4.5243,
      "eval_samples_per_second": 206.661,
      "eval_steps_per_second": 3.315,
      "step": 3168
    },
    {
      "epoch": 7.0,
      "grad_norm": 8.010842323303223,
      "learning_rate": 3.2500000000000004e-05,
      "loss": 0.1293,
      "step": 3696
    },
    {
      "epoch": 7.0,
      "eval_accuracy": 0.9545364205505317,
      "eval_f1": 0.7884564469155414,
      "eval_loss": 0.1393628716468811,
      "eval_precision": 0.7242217898832685,
      "eval_recall": 0.8651946542707728,
      "eval_runtime": 4.5478,
      "eval_samples_per_second": 205.594,
      "eval_steps_per_second": 3.298,
      "step": 3696
    },
    {
      "epoch": 8.0,
      "grad_norm": 0.8240045309066772,
      "learning_rate": 3e-05,
      "loss": 0.124,
      "step": 4224
    },
    {
      "epoch": 8.0,
      "eval_accuracy": 0.9569213952101759,
      "eval_f1": 0.7969124301304232,
      "eval_loss": 0.13507381081581116,
      "eval_precision": 0.7352652259332023,
      "eval_recall": 0.8698431144683324,
      "eval_runtime": 4.5206,
      "eval_samples_per_second": 206.832,
      "eval_steps_per_second": 3.318,
      "step": 4224
    },
    {
      "epoch": 9.0,
      "grad_norm": 1.0099204778671265,
      "learning_rate": 2.7500000000000004e-05,
      "loss": 0.1176,
      "step": 4752
    },
    {
      "epoch": 9.0,
      "eval_accuracy": 0.9561264036569611,
      "eval_f1": 0.7929824561403509,
      "eval_loss": 0.13042420148849487,
      "eval_precision": 0.7404233870967742,
      "eval_recall": 0.8535735037768739,
      "eval_runtime": 4.7802,
      "eval_samples_per_second": 195.599,
      "eval_steps_per_second": 3.138,
      "step": 4752
    },
    {
      "epoch": 10.0,
      "grad_norm": 1.6231740713119507,
      "learning_rate": 2.5e-05,
      "loss": 0.1153,
      "step": 5280
    },
    {
      "epoch": 10.0,
      "eval_accuracy": 0.9585113783166054,
      "eval_f1": 0.8051240119923686,
      "eval_loss": 0.1277889907360077,
      "eval_precision": 0.7582135523613963,
      "eval_recall": 0.8582219639744335,
      "eval_runtime": 4.853,
      "eval_samples_per_second": 192.664,
      "eval_steps_per_second": 3.091,
      "step": 5280
    },
    {
      "epoch": 11.0,
      "grad_norm": 2.4694974422454834,
      "learning_rate": 2.25e-05,
      "loss": 0.111,
      "step": 5808
    },
    {
      "epoch": 11.0,
      "eval_accuracy": 0.9579151346516943,
      "eval_f1": 0.7968959058067969,
      "eval_loss": 0.13041619956493378,
      "eval_precision": 0.7385912698412699,
      "eval_recall": 0.8651946542707728,
      "eval_runtime": 4.573,
      "eval_samples_per_second": 204.463,
      "eval_steps_per_second": 3.28,
      "step": 5808
    },
    {
      "epoch": 12.0,
      "grad_norm": 1.5000303983688354,
      "learning_rate": 2e-05,
      "loss": 0.109,
      "step": 6336
    },
    {
      "epoch": 12.0,
      "eval_accuracy": 0.9565238994335685,
      "eval_f1": 0.7986055242692411,
      "eval_loss": 0.13234680891036987,
      "eval_precision": 0.7415338645418327,
      "eval_recall": 0.8651946542707728,
      "eval_runtime": 4.5471,
      "eval_samples_per_second": 205.627,
      "eval_steps_per_second": 3.299,
      "step": 6336
    },
    {
      "epoch": 13.0,
      "grad_norm": 1.91750168800354,
      "learning_rate": 1.75e-05,
      "loss": 0.1077,
      "step": 6864
    },
    {
      "epoch": 13.0,
      "eval_accuracy": 0.9597038656464275,
      "eval_f1": 0.812959433705418,
      "eval_loss": 0.12529084086418152,
      "eval_precision": 0.7648565573770492,
      "eval_recall": 0.8675188843695526,
      "eval_runtime": 4.5239,
      "eval_samples_per_second": 206.678,
      "eval_steps_per_second": 3.316,
      "step": 6864
    },
    {
      "epoch": 14.0,
      "grad_norm": 1.4095473289489746,
      "learning_rate": 1.5e-05,
      "loss": 0.1032,
      "step": 7392
    },
    {
      "epoch": 14.0,
      "eval_accuracy": 0.9593063698698201,
      "eval_f1": 0.8103683492496588,
      "eval_loss": 0.1242511197924614,
      "eval_precision": 0.7638888888888888,
      "eval_recall": 0.862870424171993,
      "eval_runtime": 4.5186,
      "eval_samples_per_second": 206.922,
      "eval_steps_per_second": 3.32,
      "step": 7392
    },
    {
      "epoch": 15.0,
      "grad_norm": 1.268137812614441,
      "learning_rate": 1.25e-05,
      "loss": 0.1035,
      "step": 7920
    },
    {
      "epoch": 15.0,
      "eval_accuracy": 0.9597038656464275,
      "eval_f1": 0.8138457345325703,
      "eval_loss": 0.1261007934808731,
      "eval_precision": 0.7664271047227926,
      "eval_recall": 0.8675188843695526,
      "eval_runtime": 4.541,
      "eval_samples_per_second": 205.901,
      "eval_steps_per_second": 3.303,
      "step": 7920
    },
    {
      "epoch": 16.0,
      "grad_norm": 1.6868817806243896,
      "learning_rate": 1e-05,
      "loss": 0.1017,
      "step": 8448
    },
    {
      "epoch": 16.0,
      "eval_accuracy": 0.9577163867633907,
      "eval_f1": 0.7977254264825344,
      "eval_loss": 0.12578710913658142,
      "eval_precision": 0.7469574036511156,
      "eval_recall": 0.8558977338756537,
      "eval_runtime": 4.5068,
      "eval_samples_per_second": 207.462,
      "eval_steps_per_second": 3.328,
      "step": 8448
    },
    {
      "epoch": 17.0,
      "grad_norm": 1.2091130018234253,
      "learning_rate": 7.5e-06,
      "loss": 0.1004,
      "step": 8976
    },
    {
      "epoch": 17.0,
      "eval_accuracy": 0.9589088740932128,
      "eval_f1": 0.809845820935894,
      "eval_loss": 0.12778569757938385,
      "eval_precision": 0.7575910931174089,
      "eval_recall": 0.8698431144683324,
      "eval_runtime": 4.4937,
      "eval_samples_per_second": 208.067,
      "eval_steps_per_second": 3.338,
      "step": 8976
    },
    {
      "epoch": 18.0,
      "grad_norm": 1.5732147693634033,
      "learning_rate": 5e-06,
      "loss": 0.099,
      "step": 9504
    },
    {
      "epoch": 18.0,
      "eval_accuracy": 0.9585113783166054,
      "eval_f1": 0.8050687516850902,
      "eval_loss": 0.12837953865528107,
      "eval_precision": 0.7510060362173038,
      "eval_recall": 0.8675188843695526,
      "eval_runtime": 4.5343,
      "eval_samples_per_second": 206.204,
      "eval_steps_per_second": 3.308,
      "step": 9504
    },
    {
      "epoch": 19.0,
      "grad_norm": 0.611748218536377,
      "learning_rate": 2.5e-06,
      "loss": 0.0991,
      "step": 10032
    },
    {
      "epoch": 19.0,
      "eval_accuracy": 0.958113882539998,
      "eval_f1": 0.8055480010878433,
      "eval_loss": 0.12564244866371155,
      "eval_precision": 0.7571574642126789,
      "eval_recall": 0.8605461940732132,
      "eval_runtime": 4.5142,
      "eval_samples_per_second": 207.123,
      "eval_steps_per_second": 3.323,
      "step": 10032
    },
    {
      "epoch": 20.0,
      "grad_norm": 1.8662045001983643,
      "learning_rate": 0.0,
      "loss": 0.0984,
      "step": 10560
    },
    {
      "epoch": 20.0,
      "eval_accuracy": 0.9591076219815164,
      "eval_f1": 0.812483039348711,
      "eval_loss": 0.12664274871349335,
      "eval_precision": 0.7622199592668024,
      "eval_recall": 0.8698431144683324,
      "eval_runtime": 4.5207,
      "eval_samples_per_second": 206.827,
      "eval_steps_per_second": 3.318,
      "step": 10560
    },
    {
      "epoch": 20.0,
      "step": 10560,
      "total_flos": 4552961808488766.0,
      "train_loss": 0.1550482457334345,
      "train_runtime": 1230.9985,
      "train_samples_per_second": 137.076,
      "train_steps_per_second": 8.578
    }
  ],
  "logging_steps": 500,
  "max_steps": 10560,
  "num_input_tokens_seen": 0,
  "num_train_epochs": 20,
  "save_steps": 500,
  "total_flos": 4552961808488766.0,
  "train_batch_size": 16,
  "trial_name": null,
  "trial_params": null
}