{ "best_global_step": 30, "best_metric": 0.5979148149490356, "best_model_checkpoint": "distilbert_km_20_v1_mrpc/checkpoint-30", "epoch": 7.0, "eval_steps": 500, "global_step": 105, "is_hyper_param_search": false, "is_local_process_zero": true, "is_world_process_zero": true, "log_history": [ { "epoch": 1.0, "grad_norm": 1.1862431764602661, "learning_rate": 4.9e-05, "loss": 0.6209, "step": 15 }, { "epoch": 1.0, "eval_accuracy": 0.7083333333333334, "eval_combined_score": 0.7619186046511628, "eval_f1": 0.8155038759689922, "eval_loss": 0.6047530174255371, "eval_runtime": 0.1882, "eval_samples_per_second": 2167.695, "eval_steps_per_second": 10.626, "step": 15 }, { "epoch": 2.0, "grad_norm": 1.7641983032226562, "learning_rate": 4.8e-05, "loss": 0.5735, "step": 30 }, { "epoch": 2.0, "eval_accuracy": 0.7009803921568627, "eval_combined_score": 0.7563543936092956, "eval_f1": 0.8117283950617284, "eval_loss": 0.5979148149490356, "eval_runtime": 0.1848, "eval_samples_per_second": 2207.981, "eval_steps_per_second": 10.823, "step": 30 }, { "epoch": 3.0, "grad_norm": 1.3815338611602783, "learning_rate": 4.7e-05, "loss": 0.5215, "step": 45 }, { "epoch": 3.0, "eval_accuracy": 0.7107843137254902, "eval_combined_score": 0.7649013593167329, "eval_f1": 0.8190184049079755, "eval_loss": 0.6131736040115356, "eval_runtime": 0.1931, "eval_samples_per_second": 2113.096, "eval_steps_per_second": 10.358, "step": 45 }, { "epoch": 4.0, "grad_norm": 1.9419413805007935, "learning_rate": 4.600000000000001e-05, "loss": 0.4693, "step": 60 }, { "epoch": 4.0, "eval_accuracy": 0.6691176470588235, "eval_combined_score": 0.7155112044817926, "eval_f1": 0.7619047619047619, "eval_loss": 0.6505874991416931, "eval_runtime": 0.1845, "eval_samples_per_second": 2211.648, "eval_steps_per_second": 10.841, "step": 60 }, { "epoch": 5.0, "grad_norm": 2.461724281311035, "learning_rate": 4.5e-05, "loss": 0.3572, "step": 75 }, { "epoch": 5.0, "eval_accuracy": 0.6593137254901961, "eval_combined_score": 0.7092062561593095, "eval_f1": 0.7590987868284229, "eval_loss": 0.733345627784729, "eval_runtime": 0.1826, "eval_samples_per_second": 2233.966, "eval_steps_per_second": 10.951, "step": 75 }, { "epoch": 6.0, "grad_norm": 2.122968912124634, "learning_rate": 4.4000000000000006e-05, "loss": 0.2262, "step": 90 }, { "epoch": 6.0, "eval_accuracy": 0.6029411764705882, "eval_combined_score": 0.6492149491375497, "eval_f1": 0.6954887218045113, "eval_loss": 0.9685078263282776, "eval_runtime": 0.1825, "eval_samples_per_second": 2235.083, "eval_steps_per_second": 10.956, "step": 90 }, { "epoch": 7.0, "grad_norm": 3.679675579071045, "learning_rate": 4.3e-05, "loss": 0.1354, "step": 105 }, { "epoch": 7.0, "eval_accuracy": 0.6593137254901961, "eval_combined_score": 0.7155353520718633, "eval_f1": 0.7717569786535303, "eval_loss": 1.1398566961288452, "eval_runtime": 0.1861, "eval_samples_per_second": 2192.381, "eval_steps_per_second": 10.747, "step": 105 }, { "epoch": 7.0, "step": 105, "total_flos": 1700616463945728.0, "train_loss": 0.41487605004083544, "train_runtime": 34.357, "train_samples_per_second": 5338.07, "train_steps_per_second": 21.83 } ], "logging_steps": 1, "max_steps": 750, "num_input_tokens_seen": 0, "num_train_epochs": 50, "save_steps": 500, "stateful_callbacks": { "EarlyStoppingCallback": { "args": { "early_stopping_patience": 5, "early_stopping_threshold": 0.0 }, "attributes": { "early_stopping_patience_counter": 5 } }, "TrainerControl": { "args": { "should_epoch_stop": false, "should_evaluate": false, "should_log": false, "should_save": true, "should_training_stop": true }, "attributes": {} } }, "total_flos": 1700616463945728.0, "train_batch_size": 256, "trial_name": null, "trial_params": null }