{ "best_metric": 0.09755547344684601, "best_model_checkpoint": "dslim/bert-base-NER-model/checkpoint-4390", "epoch": 2.0, "eval_steps": 500, "global_step": 4390, "is_hyper_param_search": false, "is_local_process_zero": true, "is_world_process_zero": true, "log_history": [ { "epoch": 0.22779043280182232, "grad_norm": 1.933945894241333, "learning_rate": 1.7722095671981778e-05, "loss": 0.6767, "step": 500 }, { "epoch": 0.45558086560364464, "grad_norm": 2.780022144317627, "learning_rate": 1.5444191343963555e-05, "loss": 0.2153, "step": 1000 }, { "epoch": 0.683371298405467, "grad_norm": 1.4999059438705444, "learning_rate": 1.3166287015945332e-05, "loss": 0.1472, "step": 1500 }, { "epoch": 0.9111617312072893, "grad_norm": 0.7693917155265808, "learning_rate": 1.0888382687927108e-05, "loss": 0.1308, "step": 2000 }, { "epoch": 1.0, "eval_accuracy": 0.9589862807506537, "eval_f1": 0.8543397844850693, "eval_loss": 0.1143401563167572, "eval_precision": 0.8349575605155611, "eval_recall": 0.8746432491767289, "eval_runtime": 105.1757, "eval_samples_per_second": 83.451, "eval_steps_per_second": 5.22, "step": 2195 }, { "epoch": 1.1389521640091116, "grad_norm": 0.9619026184082031, "learning_rate": 8.610478359908885e-06, "loss": 0.1068, "step": 2500 }, { "epoch": 1.366742596810934, "grad_norm": 0.6502276659011841, "learning_rate": 6.3325740318906616e-06, "loss": 0.1, "step": 3000 }, { "epoch": 1.5945330296127562, "grad_norm": 0.8502880930900574, "learning_rate": 4.054669703872437e-06, "loss": 0.0963, "step": 3500 }, { "epoch": 1.8223234624145785, "grad_norm": 1.196458101272583, "learning_rate": 1.7767653758542143e-06, "loss": 0.0965, "step": 4000 }, { "epoch": 2.0, "eval_accuracy": 0.963877173871149, "eval_f1": 0.8823518854209665, "eval_loss": 0.09755547344684601, "eval_precision": 0.8659245429245781, "eval_recall": 0.8994145627515551, "eval_runtime": 97.9073, "eval_samples_per_second": 89.646, "eval_steps_per_second": 5.607, "step": 4390 } ], "logging_steps": 500, "max_steps": 4390, "num_input_tokens_seen": 0, "num_train_epochs": 2, "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": 8407997307385200.0, "train_batch_size": 16, "trial_name": null, "trial_params": null }