{ "best_metric": null, "best_model_checkpoint": null, "epoch": 5.0, "global_step": 665, "is_hyper_param_search": false, "is_local_process_zero": true, "is_world_process_zero": true, "log_history": [ { "epoch": 0.01, "learning_rate": 1.9969924812030075e-05, "loss": 1.355, "step": 1 }, { "epoch": 1.0, "learning_rate": 1.6000000000000003e-05, "loss": 1.2255, "step": 133 }, { "epoch": 1.0, "eval_Macro F1": 0.14874720660368068, "eval_Macro Precision": 0.22846464167062175, "eval_Macro Recall": 0.2506841990271725, "eval_Micro F1": 0.413434247871334, "eval_Micro Precision": 0.413434247871334, "eval_Micro Recall": 0.413434247871334, "eval_Weighted F1": 0.24374830457829116, "eval_Weighted Precision": 0.2652376477201957, "eval_Weighted Recall": 0.413434247871334, "eval_accuracy": 0.413434247871334, "eval_loss": 1.1365216970443726, "eval_runtime": 4.9797, "eval_samples_per_second": 424.526, "eval_steps_per_second": 6.828, "step": 133 }, { "epoch": 2.0, "learning_rate": 1.2e-05, "loss": 1.1337, "step": 266 }, { "epoch": 2.0, "eval_Macro F1": 0.2539122945315465, "eval_Macro Precision": 0.27045292732351167, "eval_Macro Recall": 0.31610570012534067, "eval_Micro F1": 0.4531693472090823, "eval_Micro Precision": 0.4531693472090823, "eval_Micro Recall": 0.4531693472090823, "eval_Weighted F1": 0.3257022348814709, "eval_Weighted Precision": 0.3014929354313833, "eval_Weighted Recall": 0.4531693472090823, "eval_accuracy": 0.4531693472090823, "eval_loss": 1.0851175785064697, "eval_runtime": 5.0249, "eval_samples_per_second": 420.706, "eval_steps_per_second": 6.766, "step": 266 }, { "epoch": 3.0, "learning_rate": 8.000000000000001e-06, "loss": 1.0847, "step": 399 }, { "epoch": 3.0, "eval_Macro F1": 0.29146318011221783, "eval_Macro Precision": 0.4941561809223257, "eval_Macro Recall": 0.3519927370002771, "eval_Micro F1": 0.47587511825922424, "eval_Micro Precision": 0.47587511825922424, "eval_Micro Recall": 0.47587511825922424, "eval_Weighted F1": 0.35909819845877977, "eval_Weighted Precision": 0.6351629101542547, "eval_Weighted Recall": 0.47587511825922424, "eval_accuracy": 0.47587511825922424, "eval_loss": 1.0384365320205688, "eval_runtime": 5.0385, "eval_samples_per_second": 419.567, "eval_steps_per_second": 6.748, "step": 399 }, { "epoch": 4.0, "learning_rate": 4.000000000000001e-06, "loss": 1.05, "step": 532 }, { "epoch": 4.0, "eval_Macro F1": 0.3205588999330816, "eval_Macro Precision": 0.4596183152865385, "eval_Macro Recall": 0.3782911164189696, "eval_Micro F1": 0.49621570482497634, "eval_Micro Precision": 0.49621570482497634, "eval_Micro Recall": 0.49621570482497634, "eval_Weighted F1": 0.3917006514214786, "eval_Weighted Precision": 0.584561005399218, "eval_Weighted Recall": 0.49621570482497634, "eval_accuracy": 0.49621570482497634, "eval_loss": 1.0111591815948486, "eval_runtime": 5.0498, "eval_samples_per_second": 418.628, "eval_steps_per_second": 6.733, "step": 532 }, { "epoch": 5.0, "learning_rate": 0.0, "loss": 1.0309, "step": 665 }, { "epoch": 5.0, "eval_Macro F1": 0.3282454852143253, "eval_Macro Precision": 0.4547967339236757, "eval_Macro Recall": 0.3834764306870363, "eval_Micro F1": 0.5014191106906338, "eval_Micro Precision": 0.5014191106906338, "eval_Micro Recall": 0.5014191106906338, "eval_Weighted F1": 0.4022689273065864, "eval_Weighted Precision": 0.5783027384112047, "eval_Weighted Recall": 0.5014191106906338, "eval_accuracy": 0.5014191106906338, "eval_loss": 1.003102421760559, "eval_runtime": 5.016, "eval_samples_per_second": 421.451, "eval_steps_per_second": 6.778, "step": 665 }, { "epoch": 5.0, "step": 665, "total_flos": 9687083333760.0, "train_loss": 1.1051450449721258, "train_runtime": 307.9, "train_samples_per_second": 137.317, "train_steps_per_second": 2.16 } ], "max_steps": 665, "num_train_epochs": 5, "total_flos": 9687083333760.0, "trial_name": null, "trial_params": null }