{ "best_metric": 0.15136542916297913, "best_model_checkpoint": "autotrain-wisph-pzwcz/checkpoint-6", "epoch": 3.0, "eval_steps": 500, "global_step": 6, "is_hyper_param_search": false, "is_local_process_zero": true, "is_world_process_zero": true, "log_history": [ { "epoch": 0.5, "grad_norm": 12.090883255004883, "learning_rate": 5e-05, "loss": 0.5994, "step": 1 }, { "epoch": 1.0, "grad_norm": 9.593999862670898, "learning_rate": 4e-05, "loss": 0.4986, "step": 2 }, { "epoch": 1.0, "eval_accuracy": 1.0, "eval_auc": 1.0, "eval_f1": 1.0, "eval_loss": 0.4374377727508545, "eval_precision": 1.0, "eval_recall": 1.0, "eval_runtime": 7.1327, "eval_samples_per_second": 0.28, "eval_steps_per_second": 0.14, "step": 2 }, { "epoch": 1.5, "grad_norm": 7.516317367553711, "learning_rate": 3e-05, "loss": 0.2894, "step": 3 }, { "epoch": 2.0, "grad_norm": 3.77394437789917, "learning_rate": 2e-05, "loss": 0.1336, "step": 4 }, { "epoch": 2.0, "eval_accuracy": 1.0, "eval_auc": 1.0, "eval_f1": 1.0, "eval_loss": 0.22340981662273407, "eval_precision": 1.0, "eval_recall": 1.0, "eval_runtime": 6.9914, "eval_samples_per_second": 0.286, "eval_steps_per_second": 0.143, "step": 4 }, { "epoch": 2.5, "grad_norm": 2.1505138874053955, "learning_rate": 1e-05, "loss": 0.0764, "step": 5 }, { "epoch": 3.0, "grad_norm": 1.035268783569336, "learning_rate": 0.0, "loss": 0.0292, "step": 6 }, { "epoch": 3.0, "eval_accuracy": 1.0, "eval_auc": 1.0, "eval_f1": 1.0, "eval_loss": 0.15136542916297913, "eval_precision": 1.0, "eval_recall": 1.0, "eval_runtime": 6.8242, "eval_samples_per_second": 0.293, "eval_steps_per_second": 0.147, "step": 6 } ], "logging_steps": 1, "max_steps": 6, "num_input_tokens_seen": 0, "num_train_epochs": 3, "save_steps": 500, "stateful_callbacks": { "EarlyStoppingCallback": { "args": { "early_stopping_patience": 5, "early_stopping_threshold": 0.01 }, "attributes": { "early_stopping_patience_counter": 0 } }, "TrainerControl": { "args": { "should_epoch_stop": false, "should_evaluate": false, "should_log": false, "should_save": true, "should_training_stop": true }, "attributes": {} } }, "total_flos": 1.9345532750659584e+16, "train_batch_size": 5, "trial_name": null, "trial_params": null }