{ "best_global_step": 210, "best_metric": 0.9117647058823529, "best_model_checkpoint": "outputs_v4\\cahya_bert-base-indonesian-1.5G\\checkpoint-210", "epoch": 3.0, "eval_steps": 500, "global_step": 210, "is_hyper_param_search": false, "is_local_process_zero": true, "is_world_process_zero": true, "log_history": [ { "epoch": 0.7142857142857143, "grad_norm": 6.490436553955078, "learning_rate": 1.7037037037037038e-05, "loss": 0.5366, "step": 50 }, { "epoch": 1.0, "eval_accuracy": 0.8623188405797102, "eval_f1": 0.8689655172413793, "eval_loss": 0.3315995931625366, "eval_precision": 0.8289473684210527, "eval_recall": 0.9130434782608695, "eval_runtime": 0.4292, "eval_samples_per_second": 321.522, "eval_steps_per_second": 20.969, "step": 70 }, { "epoch": 1.4285714285714286, "grad_norm": 9.707452774047852, "learning_rate": 1.1851851851851852e-05, "loss": 0.2742, "step": 100 }, { "epoch": 2.0, "eval_accuracy": 0.8985507246376812, "eval_f1": 0.8985507246376812, "eval_loss": 0.30693408846855164, "eval_precision": 0.8985507246376812, "eval_recall": 0.8985507246376812, "eval_runtime": 0.4149, "eval_samples_per_second": 332.636, "eval_steps_per_second": 21.694, "step": 140 }, { "epoch": 2.142857142857143, "grad_norm": 7.906553745269775, "learning_rate": 6.560846560846561e-06, "loss": 0.1969, "step": 150 }, { "epoch": 2.857142857142857, "grad_norm": 9.305294036865234, "learning_rate": 1.26984126984127e-06, "loss": 0.1634, "step": 200 }, { "epoch": 3.0, "eval_accuracy": 0.9130434782608695, "eval_f1": 0.9117647058823529, "eval_loss": 0.32407820224761963, "eval_precision": 0.9253731343283582, "eval_recall": 0.8985507246376812, "eval_runtime": 0.4315, "eval_samples_per_second": 319.84, "eval_steps_per_second": 20.859, "step": 210 } ], "logging_steps": 50, "max_steps": 210, "num_input_tokens_seen": 0, "num_train_epochs": 3, "save_steps": 500, "stateful_callbacks": { "TrainerControl": { "args": { "should_epoch_stop": false, "should_evaluate": false, "should_log": false, "should_save": true, "should_training_stop": true }, "attributes": {} } }, "total_flos": 125924848317540.0, "train_batch_size": 16, "trial_name": null, "trial_params": null }