{ "best_metric": 1.0, "best_model_checkpoint": "./fa_results/checkpoint-600", "epoch": 7.0, "eval_steps": 500, "global_step": 1050, "is_hyper_param_search": false, "is_local_process_zero": true, "is_world_process_zero": true, "log_history": [ { "epoch": 1.0, "eval_accuracy": 0.9975, "eval_classification_report": { "accuracy": 0.9975, "macro avg": { "f1-score": 0.9974999843749024, "precision": 0.9975124378109452, "recall": 0.9975, "support": 800.0 }, "neural": { "f1-score": 0.9974937343358395, "precision": 1.0, "recall": 0.995, "support": 400.0 }, "real": { "f1-score": 0.9975062344139651, "precision": 0.9950248756218906, "recall": 1.0, "support": 400.0 }, "weighted avg": { "f1-score": 0.9974999843749024, "precision": 0.9975124378109453, "recall": 0.9975, "support": 800.0 } }, "eval_loss": 0.017120858654379845, "eval_runtime": 34.7129, "eval_samples_per_second": 23.046, "eval_steps_per_second": 1.44, "step": 150 }, { "epoch": 2.0, "eval_accuracy": 0.99875, "eval_classification_report": { "accuracy": 0.99875, "macro avg": { "f1-score": 0.9987499980468719, "precision": 0.9987531172069826, "recall": 0.99875, "support": 800.0 }, "neural": { "f1-score": 0.9987484355444306, "precision": 1.0, "recall": 0.9975, "support": 400.0 }, "real": { "f1-score": 0.9987515605493134, "precision": 0.9975062344139651, "recall": 1.0, "support": 400.0 }, "weighted avg": { "f1-score": 0.998749998046872, "precision": 0.9987531172069825, "recall": 0.99875, "support": 800.0 } }, "eval_loss": 0.010303272865712643, "eval_runtime": 34.6871, "eval_samples_per_second": 23.063, "eval_steps_per_second": 1.441, "step": 300 }, { "epoch": 3.0, "eval_accuracy": 0.99625, "eval_classification_report": { "accuracy": 0.99625, "macro avg": { "f1-score": 0.9962499472648834, "precision": 0.9962779156327544, "recall": 0.9962500000000001, "support": 800.0 }, "neural": { "f1-score": 0.9962358845671266, "precision": 1.0, "recall": 0.9925, "support": 400.0 }, "real": { "f1-score": 0.9962640099626401, "precision": 0.9925558312655087, "recall": 1.0, "support": 400.0 }, "weighted avg": { "f1-score": 0.9962499472648834, "precision": 0.9962779156327544, "recall": 0.99625, "support": 800.0 } }, "eval_loss": 0.016219044104218483, "eval_runtime": 29.5456, "eval_samples_per_second": 27.077, "eval_steps_per_second": 1.692, "step": 450 }, { "epoch": 3.33, "learning_rate": 5e-05, "loss": 0.1112, "step": 500 }, { "epoch": 4.0, "eval_accuracy": 1.0, "eval_classification_report": { "accuracy": 1.0, "macro avg": { "f1-score": 1.0, "precision": 1.0, "recall": 1.0, "support": 800.0 }, "neural": { "f1-score": 1.0, "precision": 1.0, "recall": 1.0, "support": 400.0 }, "real": { "f1-score": 1.0, "precision": 1.0, "recall": 1.0, "support": 400.0 }, "weighted avg": { "f1-score": 1.0, "precision": 1.0, "recall": 1.0, "support": 800.0 } }, "eval_loss": 0.00012144193169660866, "eval_runtime": 22.7741, "eval_samples_per_second": 35.128, "eval_steps_per_second": 2.195, "step": 600 }, { "epoch": 5.0, "eval_accuracy": 1.0, "eval_classification_report": { "accuracy": 1.0, "macro avg": { "f1-score": 1.0, "precision": 1.0, "recall": 1.0, "support": 800.0 }, "neural": { "f1-score": 1.0, "precision": 1.0, "recall": 1.0, "support": 400.0 }, "real": { "f1-score": 1.0, "precision": 1.0, "recall": 1.0, "support": 400.0 }, "weighted avg": { "f1-score": 1.0, "precision": 1.0, "recall": 1.0, "support": 800.0 } }, "eval_loss": 0.00027504810714162886, "eval_runtime": 17.1164, "eval_samples_per_second": 46.739, "eval_steps_per_second": 2.921, "step": 750 }, { "epoch": 6.0, "eval_accuracy": 1.0, "eval_classification_report": { "accuracy": 1.0, "macro avg": { "f1-score": 1.0, "precision": 1.0, "recall": 1.0, "support": 800.0 }, "neural": { "f1-score": 1.0, "precision": 1.0, "recall": 1.0, "support": 400.0 }, "real": { "f1-score": 1.0, "precision": 1.0, "recall": 1.0, "support": 400.0 }, "weighted avg": { "f1-score": 1.0, "precision": 1.0, "recall": 1.0, "support": 800.0 } }, "eval_loss": 0.00036392605397850275, "eval_runtime": 22.6386, "eval_samples_per_second": 35.338, "eval_steps_per_second": 2.209, "step": 900 }, { "epoch": 6.67, "learning_rate": 4.827586206896552e-05, "loss": 0.0014, "step": 1000 }, { "epoch": 7.0, "eval_accuracy": 1.0, "eval_classification_report": { "accuracy": 1.0, "macro avg": { "f1-score": 1.0, "precision": 1.0, "recall": 1.0, "support": 800.0 }, "neural": { "f1-score": 1.0, "precision": 1.0, "recall": 1.0, "support": 400.0 }, "real": { "f1-score": 1.0, "precision": 1.0, "recall": 1.0, "support": 400.0 }, "weighted avg": { "f1-score": 1.0, "precision": 1.0, "recall": 1.0, "support": 800.0 } }, "eval_loss": 0.0005032551125623286, "eval_runtime": 22.5993, "eval_samples_per_second": 35.399, "eval_steps_per_second": 2.212, "step": 1050 } ], "logging_steps": 500, "max_steps": 15000, "num_input_tokens_seen": 0, "num_train_epochs": 100, "save_steps": 500, "total_flos": 4420265730048000.0, "train_batch_size": 16, "trial_name": null, "trial_params": null }