{ "best_global_step": 150, "best_metric": 0.9915354168771638, "best_model_checkpoint": "/content/drive/MyDrive/model/Roberta_Squad/roberta_Squad/checkpoint-150", "epoch": 0.11252813203300825, "eval_steps": 150, "global_step": 150, "is_hyper_param_search": false, "is_local_process_zero": true, "is_world_process_zero": true, "log_history": [ { "epoch": 0.0007501875468867217, "grad_norm": 27.303098678588867, "learning_rate": 0.0, "loss": 1.1906, "step": 1 }, { "epoch": 0.037509377344336084, "grad_norm": 17.193105697631836, "learning_rate": 8.997188378631678e-07, "loss": 1.0245, "step": 50 }, { "epoch": 0.07501875468867217, "grad_norm": 0.9530491232872009, "learning_rate": 1.8369259606373011e-06, "loss": 0.2468, "step": 100 }, { "epoch": 0.11252813203300825, "grad_norm": 0.649541974067688, "learning_rate": 2.7741330834114345e-06, "loss": 0.0702, "step": 150 }, { "epoch": 0.11252813203300825, "eval_accuracy": 0.9943516121440339, "eval_f1_macro": 0.24929195185272598, "eval_f1_min": 0.0, "eval_f1_std": 0.4317863265269357, "eval_f1_weighted": 0.9915354168771638, "eval_loss": 0.038926418870687485, "eval_runtime": 35.4512, "eval_samples_per_second": 119.855, "eval_steps_per_second": 3.752, "step": 150 } ], "logging_steps": 50, "max_steps": 10664, "num_input_tokens_seen": 0, "num_train_epochs": 8, "save_steps": 150, "stateful_callbacks": { "EarlyStoppingCallback": { "args": { "early_stopping_patience": 4, "early_stopping_threshold": 0.0005 }, "attributes": { "early_stopping_patience_counter": 0 } }, "TrainerControl": { "args": { "should_epoch_stop": false, "should_evaluate": false, "should_log": false, "should_save": true, "should_training_stop": false }, "attributes": {} } }, "total_flos": 2525934167654400.0, "train_batch_size": 32, "trial_name": null, "trial_params": null }