{ "best_global_step": 56, "best_metric": 0.0, "best_model_checkpoint": "./results/checkpoint-56", "epoch": 4.0, "eval_steps": 500, "global_step": 224, "is_hyper_param_search": false, "is_local_process_zero": true, "is_world_process_zero": true, "log_history": [ { "epoch": 1.0, "grad_norm": 0.00856983382254839, "learning_rate": 3.948598130841122e-05, "loss": 0.1088, "step": 56 }, { "epoch": 1.0, "eval_accuracy": 0.9914869466515324, "eval_eer": 0.0, "eval_f1": 0.9939491730536507, "eval_loss": 0.06050656735897064, "eval_precision": 1.0, "eval_recall": 0.9879711307137129, "eval_runtime": 100.8612, "eval_samples_per_second": 17.47, "eval_steps_per_second": 0.278, "step": 56 }, { "epoch": 2.0, "grad_norm": 0.007643812336027622, "learning_rate": 2.6401869158878506e-05, "loss": 0.0306, "step": 112 }, { "epoch": 2.0, "eval_accuracy": 0.9971623155505108, "eval_eer": 0.0, "eval_f1": 0.9979991996798719, "eval_loss": 0.018800094723701477, "eval_precision": 0.9960063897763578, "eval_recall": 1.0, "eval_runtime": 100.5792, "eval_samples_per_second": 17.519, "eval_steps_per_second": 0.278, "step": 112 }, { "epoch": 3.0, "grad_norm": 0.009354319423437119, "learning_rate": 1.3317757009345794e-05, "loss": 0.0046, "step": 168 }, { "epoch": 3.0, "eval_accuracy": 0.9994324631101021, "eval_eer": 0.0, "eval_f1": 0.9995991983967936, "eval_loss": 0.008926239795982838, "eval_precision": 0.999198717948718, "eval_recall": 1.0, "eval_runtime": 98.0214, "eval_samples_per_second": 17.976, "eval_steps_per_second": 0.286, "step": 168 }, { "epoch": 4.0, "grad_norm": 0.003849638160318136, "learning_rate": 2.336448598130841e-07, "loss": 0.0, "step": 224 }, { "epoch": 4.0, "eval_accuracy": 1.0, "eval_eer": 0.0, "eval_f1": 1.0, "eval_loss": 2.7062263541210996e-10, "eval_precision": 1.0, "eval_recall": 1.0, "eval_runtime": 98.6428, "eval_samples_per_second": 17.862, "eval_steps_per_second": 0.284, "step": 224 } ], "logging_steps": 500, "max_steps": 224, "num_input_tokens_seen": 0, "num_train_epochs": 4, "save_steps": 500, "stateful_callbacks": { "TrainerControl": { "args": { "should_epoch_stop": false, "should_evaluate": false, "should_log": false, "should_save": true, "should_training_stop": true }, "attributes": {} } }, "total_flos": 4.753709041220321e+17, "train_batch_size": 32, "trial_name": null, "trial_params": null }