{ "best_global_step": 116, "best_metric": 0.7213724329692548, "best_model_checkpoint": "artifacts/topic_model/checkpoint-116", "epoch": 4.0, "eval_steps": 500, "global_step": 232, "is_hyper_param_search": false, "is_local_process_zero": true, "is_world_process_zero": true, "log_history": [ { "epoch": 0.8620689655172413, "grad_norm": 3.192338466644287, "learning_rate": 1.9036697247706422e-05, "loss": 1.7422, "step": 50 }, { "epoch": 1.0, "eval_accuracy": 0.6614173228346457, "eval_loss": 1.518955945968628, "eval_macro_f1": 0.5115357643035457, "eval_runtime": 0.2774, "eval_samples_per_second": 457.755, "eval_steps_per_second": 28.835, "step": 58 }, { "epoch": 1.7241379310344827, "grad_norm": 6.166723251342773, "learning_rate": 1.674311926605505e-05, "loss": 1.3965, "step": 100 }, { "epoch": 2.0, "eval_accuracy": 0.7874015748031497, "eval_loss": 1.076490879058838, "eval_macro_f1": 0.7213724329692548, "eval_runtime": 0.2838, "eval_samples_per_second": 447.547, "eval_steps_per_second": 28.192, "step": 116 }, { "epoch": 2.586206896551724, "grad_norm": 4.974067687988281, "learning_rate": 1.4449541284403672e-05, "loss": 1.0328, "step": 150 }, { "epoch": 3.0, "eval_accuracy": 0.7716535433070866, "eval_loss": 0.9624134302139282, "eval_macro_f1": 0.6831862756284045, "eval_runtime": 0.277, "eval_samples_per_second": 458.418, "eval_steps_per_second": 28.877, "step": 174 }, { "epoch": 3.4482758620689653, "grad_norm": 5.769896984100342, "learning_rate": 1.2155963302752293e-05, "loss": 0.7568, "step": 200 }, { "epoch": 4.0, "eval_accuracy": 0.8110236220472441, "eval_loss": 0.754206120967865, "eval_macro_f1": 0.7186752131258979, "eval_runtime": 0.2791, "eval_samples_per_second": 455.043, "eval_steps_per_second": 28.664, "step": 232 } ], "logging_steps": 50, "max_steps": 464, "num_input_tokens_seen": 0, "num_train_epochs": 8, "save_steps": 500, "stateful_callbacks": { "EarlyStoppingCallback": { "args": { "early_stopping_patience": 2, "early_stopping_threshold": 0.0 }, "attributes": { "early_stopping_patience_counter": 2 } }, "TrainerControl": { "args": { "should_epoch_stop": false, "should_evaluate": false, "should_log": false, "should_save": true, "should_training_stop": true }, "attributes": {} } }, "total_flos": 296034207668856.0, "train_batch_size": 16, "trial_name": null, "trial_params": null }