{ "best_global_step": null, "best_metric": null, "best_model_checkpoint": null, "epoch": 2.0, "eval_steps": 50, "global_step": 200, "is_hyper_param_search": false, "is_local_process_zero": true, "is_world_process_zero": true, "log_history": [ { "epoch": 0.5, "grad_norm": 21.752552032470703, "learning_rate": 2.75e-05, "loss": 0.6935, "step": 50 }, { "epoch": 0.5, "eval_electronics_AUC": 0.7358429858429858, "eval_electronics_accuracy": 0.7, "eval_electronics_f1": 0.6103896103896104, "eval_electronics_loss": 0.6476753354072571, "eval_electronics_macro_f1": 0.68324358568261, "eval_electronics_micro_f1": 0.7, "eval_electronics_precision": 0.5875, "eval_electronics_recall": 0.6351351351351351, "eval_electronics_runtime": 1.1589, "eval_electronics_samples_per_second": 345.158, "eval_electronics_specificity": 0.7380952380952381, "eval_electronics_steps_per_second": 0.863, "step": 50 }, { "epoch": 1.0, "grad_norm": 6.66761589050293, "learning_rate": 2.5e-05, "loss": 0.5986, "step": 100 }, { "epoch": 1.0, "eval_electronics_AUC": 0.8359877734877735, "eval_electronics_accuracy": 0.7575, "eval_electronics_f1": 0.7220630372492837, "eval_electronics_loss": 0.47413870692253113, "eval_electronics_macro_f1": 0.753492715963888, "eval_electronics_micro_f1": 0.7575, "eval_electronics_precision": 0.6268656716417911, "eval_electronics_recall": 0.8513513513513513, "eval_electronics_runtime": 1.1471, "eval_electronics_samples_per_second": 348.696, "eval_electronics_specificity": 0.7023809523809523, "eval_electronics_steps_per_second": 0.872, "step": 100 }, { "epoch": 1.5, "grad_norm": 6.782297611236572, "learning_rate": 2.25e-05, "loss": 0.5047, "step": 150 }, { "epoch": 1.5, "eval_electronics_AUC": 0.8423959673959673, "eval_electronics_accuracy": 0.7675, "eval_electronics_f1": 0.6593406593406593, "eval_electronics_loss": 0.560465931892395, "eval_electronics_macro_f1": 0.7414350355526826, "eval_electronics_micro_f1": 0.7675, "eval_electronics_precision": 0.72, "eval_electronics_recall": 0.6081081081081081, "eval_electronics_runtime": 1.1397, "eval_electronics_samples_per_second": 350.962, "eval_electronics_specificity": 0.8611111111111112, "eval_electronics_steps_per_second": 0.877, "step": 150 }, { "epoch": 2.0, "grad_norm": 9.472657203674316, "learning_rate": 1.9999999999999998e-05, "loss": 0.4905, "step": 200 }, { "epoch": 2.0, "eval_electronics_AUC": 0.8667953667953668, "eval_electronics_accuracy": 0.7775, "eval_electronics_f1": 0.7405247813411079, "eval_electronics_loss": 0.46520760655403137, "eval_electronics_macro_f1": 0.7728882112394817, "eval_electronics_micro_f1": 0.7775, "eval_electronics_precision": 0.6512820512820513, "eval_electronics_recall": 0.8581081081081081, "eval_electronics_runtime": 1.1429, "eval_electronics_samples_per_second": 349.973, "eval_electronics_specificity": 0.7301587301587301, "eval_electronics_steps_per_second": 0.875, "step": 200 } ], "logging_steps": 50, "max_steps": 600, "num_input_tokens_seen": 0, "num_train_epochs": 6, "save_steps": 500, "stateful_callbacks": { "TrainerControl": { "args": { "should_epoch_stop": false, "should_evaluate": false, "should_log": false, "should_save": true, "should_training_stop": false }, "attributes": {} } }, "total_flos": 271637546496000.0, "train_batch_size": 16, "trial_name": null, "trial_params": null }