{ "best_metric": 0.9878331402085747, "best_model_checkpoint": "./outputs/mdeberta-v3-base-output/cometa_8_0.01_0.00005_09-08-22_17-20/checkpoint-1456", "epoch": 4.0, "global_step": 1456, "is_hyper_param_search": false, "is_local_process_zero": true, "is_world_process_zero": true, "log_history": [ { "epoch": 1.0, "learning_rate": 3.991228070175439e-05, "loss": 0.0899, "step": 364 }, { "epoch": 1.0, "eval_accuracy": 0.9917505892436255, "eval_f1": 0.744355909694555, "eval_loss": 0.022882504388689995, "eval_precision": 0.8629715165511932, "eval_recall": 0.6544074722708698, "eval_runtime": 12.5601, "eval_samples_per_second": 231.447, "eval_steps_per_second": 28.981, "step": 364 }, { "epoch": 2.0, "learning_rate": 2.6608187134502928e-05, "loss": 0.0262, "step": 728 }, { "epoch": 2.0, "eval_accuracy": 0.9977715877437325, "eval_f1": 0.9390029325513196, "eval_loss": 0.008390289731323719, "eval_precision": 0.943429581614614, "eval_recall": 0.9346176298890835, "eval_runtime": 12.5029, "eval_samples_per_second": 232.507, "eval_steps_per_second": 29.113, "step": 728 }, { "epoch": 3.0, "learning_rate": 1.3304093567251464e-05, "loss": 0.0102, "step": 1092 }, { "epoch": 3.0, "eval_accuracy": 0.9990464966788086, "eval_f1": 0.9741654571843252, "eval_loss": 0.0033252816647291183, "eval_precision": 0.9688221709006929, "eval_recall": 0.9795680093403386, "eval_runtime": 12.4462, "eval_samples_per_second": 233.565, "eval_steps_per_second": 29.246, "step": 1092 }, { "epoch": 4.0, "learning_rate": 0.0, "loss": 0.0046, "step": 1456 }, { "epoch": 4.0, "eval_accuracy": 0.9995500321405614, "eval_f1": 0.9878331402085747, "eval_loss": 0.0015423308359459043, "eval_precision": 0.980448533640023, "eval_recall": 0.9953298307063632, "eval_runtime": 12.5941, "eval_samples_per_second": 230.823, "eval_steps_per_second": 28.902, "step": 1456 }, { "epoch": 4.0, "step": 1456, "total_flos": 613160172693882.0, "train_loss": 0.032722131645941475, "train_runtime": 391.1103, "train_samples_per_second": 29.731, "train_steps_per_second": 3.723 } ], "max_steps": 1456, "num_train_epochs": 4, "total_flos": 613160172693882.0, "trial_name": null, "trial_params": null }