{ "best_metric": null, "best_model_checkpoint": null, "epoch": 5.0, "eval_steps": 500, "global_step": 480, "is_hyper_param_search": false, "is_local_process_zero": true, "is_world_process_zero": true, "log_history": [ { "epoch": 1.0, "grad_norm": 2.027179718017578, "learning_rate": 4e-05, "loss": 0.241, "step": 96 }, { "epoch": 1.0, "eval_LOCATION_f1": 0.8723404255319148, "eval_LOCATION_number": 86, "eval_LOCATION_precision": 0.803921568627451, "eval_LOCATION_recall": 0.9534883720930233, "eval_ORGANIZATION_f1": 0.9008498583569405, "eval_ORGANIZATION_number": 178, "eval_ORGANIZATION_precision": 0.9085714285714286, "eval_ORGANIZATION_recall": 0.8932584269662921, "eval_PERSON_f1": 0.9612403100775193, "eval_PERSON_number": 128, "eval_PERSON_precision": 0.9538461538461539, "eval_PERSON_recall": 0.96875, "eval_loss": 0.05585619434714317, "eval_overall_accuracy": 0.9832658569500675, "eval_overall_f1": 0.9136420525657072, "eval_overall_precision": 0.8968058968058968, "eval_overall_recall": 0.9311224489795918, "eval_runtime": 1.3404, "eval_samples_per_second": 126.825, "eval_steps_per_second": 2.238, "step": 96 }, { "epoch": 2.0, "grad_norm": 1.5001760721206665, "learning_rate": 3e-05, "loss": 0.0545, "step": 192 }, { "epoch": 2.0, "eval_LOCATION_f1": 0.8961748633879781, "eval_LOCATION_number": 86, "eval_LOCATION_precision": 0.845360824742268, "eval_LOCATION_recall": 0.9534883720930233, "eval_ORGANIZATION_f1": 0.9111111111111112, "eval_ORGANIZATION_number": 178, "eval_ORGANIZATION_precision": 0.9010989010989011, "eval_ORGANIZATION_recall": 0.9213483146067416, "eval_PERSON_f1": 0.9763779527559054, "eval_PERSON_number": 128, "eval_PERSON_precision": 0.9841269841269841, "eval_PERSON_recall": 0.96875, "eval_loss": 0.05511007830500603, "eval_overall_accuracy": 0.9827260458839406, "eval_overall_f1": 0.9284818067754077, "eval_overall_precision": 0.9135802469135802, "eval_overall_recall": 0.9438775510204082, "eval_runtime": 1.2378, "eval_samples_per_second": 137.339, "eval_steps_per_second": 2.424, "step": 192 }, { "epoch": 3.0, "grad_norm": 3.457658290863037, "learning_rate": 2e-05, "loss": 0.0286, "step": 288 }, { "epoch": 3.0, "eval_LOCATION_f1": 0.9189189189189189, "eval_LOCATION_number": 86, "eval_LOCATION_precision": 0.8585858585858586, "eval_LOCATION_recall": 0.9883720930232558, "eval_ORGANIZATION_f1": 0.9344729344729344, "eval_ORGANIZATION_number": 178, "eval_ORGANIZATION_precision": 0.9479768786127167, "eval_ORGANIZATION_recall": 0.9213483146067416, "eval_PERSON_f1": 0.9763779527559054, "eval_PERSON_number": 128, "eval_PERSON_precision": 0.9841269841269841, "eval_PERSON_recall": 0.96875, "eval_loss": 0.04845225811004639, "eval_overall_accuracy": 0.9870445344129555, "eval_overall_f1": 0.9443037974683544, "eval_overall_precision": 0.9371859296482412, "eval_overall_recall": 0.951530612244898, "eval_runtime": 1.2338, "eval_samples_per_second": 137.782, "eval_steps_per_second": 2.431, "step": 288 }, { "epoch": 4.0, "grad_norm": 2.5664279460906982, "learning_rate": 1e-05, "loss": 0.0151, "step": 384 }, { "epoch": 4.0, "eval_LOCATION_f1": 0.9378531073446328, "eval_LOCATION_number": 86, "eval_LOCATION_precision": 0.9120879120879121, "eval_LOCATION_recall": 0.9651162790697675, "eval_ORGANIZATION_f1": 0.9322033898305084, "eval_ORGANIZATION_number": 178, "eval_ORGANIZATION_precision": 0.9375, "eval_ORGANIZATION_recall": 0.9269662921348315, "eval_PERSON_f1": 0.9765625, "eval_PERSON_number": 128, "eval_PERSON_precision": 0.9765625, "eval_PERSON_recall": 0.9765625, "eval_loss": 0.057044416666030884, "eval_overall_accuracy": 0.9873144399460189, "eval_overall_f1": 0.9479034307496824, "eval_overall_precision": 0.9443037974683545, "eval_overall_recall": 0.951530612244898, "eval_runtime": 1.1835, "eval_samples_per_second": 143.642, "eval_steps_per_second": 2.535, "step": 384 }, { "epoch": 5.0, "grad_norm": 0.14279630780220032, "learning_rate": 0.0, "loss": 0.0088, "step": 480 }, { "epoch": 5.0, "eval_LOCATION_f1": 0.9431818181818181, "eval_LOCATION_number": 86, "eval_LOCATION_precision": 0.9222222222222223, "eval_LOCATION_recall": 0.9651162790697675, "eval_ORGANIZATION_f1": 0.9385474860335196, "eval_ORGANIZATION_number": 178, "eval_ORGANIZATION_precision": 0.9333333333333333, "eval_ORGANIZATION_recall": 0.9438202247191011, "eval_PERSON_f1": 0.9803921568627452, "eval_PERSON_number": 128, "eval_PERSON_precision": 0.984251968503937, "eval_PERSON_recall": 0.9765625, "eval_loss": 0.05175752565264702, "eval_overall_accuracy": 0.9889338731443995, "eval_overall_f1": 0.9531051964512041, "eval_overall_precision": 0.947103274559194, "eval_overall_recall": 0.9591836734693877, "eval_runtime": 1.2661, "eval_samples_per_second": 134.27, "eval_steps_per_second": 2.369, "step": 480 }, { "epoch": 5.0, "step": 480, "total_flos": 193448468569026.0, "train_loss": 0.06961918647090594, "train_runtime": 225.7241, "train_samples_per_second": 33.913, "train_steps_per_second": 2.126 } ], "logging_steps": 500, "max_steps": 480, "num_input_tokens_seen": 0, "num_train_epochs": 5, "save_steps": 500, "total_flos": 193448468569026.0, "train_batch_size": 16, "trial_name": null, "trial_params": null }