{ "best_global_step": 30, "best_metric": 0.5974180698394775, "best_model_checkpoint": "distilbert_km_50_v2_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": 1.1845976114273071, "learning_rate": 4.9e-05, "loss": 0.6312, "step": 15 }, { "epoch": 1.0, "eval_accuracy": 0.7009803921568627, "eval_combined_score": 0.7580659536541889, "eval_f1": 0.8151515151515152, "eval_loss": 0.6015780568122864, "eval_runtime": 0.1836, "eval_samples_per_second": 2222.494, "eval_steps_per_second": 10.895, "step": 15 }, { "epoch": 2.0, "grad_norm": 1.5021694898605347, "learning_rate": 4.8e-05, "loss": 0.5856, "step": 30 }, { "epoch": 2.0, "eval_accuracy": 0.7009803921568627, "eval_combined_score": 0.7577850289051791, "eval_f1": 0.8145896656534954, "eval_loss": 0.5974180698394775, "eval_runtime": 0.2164, "eval_samples_per_second": 1885.045, "eval_steps_per_second": 9.24, "step": 30 }, { "epoch": 3.0, "grad_norm": 1.575913667678833, "learning_rate": 4.7e-05, "loss": 0.5365, "step": 45 }, { "epoch": 3.0, "eval_accuracy": 0.7083333333333334, "eval_combined_score": 0.762203760947965, "eval_f1": 0.8160741885625966, "eval_loss": 0.6000779271125793, "eval_runtime": 0.2131, "eval_samples_per_second": 1914.515, "eval_steps_per_second": 9.385, "step": 45 }, { "epoch": 4.0, "grad_norm": 1.5832329988479614, "learning_rate": 4.600000000000001e-05, "loss": 0.4884, "step": 60 }, { "epoch": 4.0, "eval_accuracy": 0.696078431372549, "eval_combined_score": 0.7457289846631722, "eval_f1": 0.7953795379537953, "eval_loss": 0.6059989333152771, "eval_runtime": 0.209, "eval_samples_per_second": 1952.373, "eval_steps_per_second": 9.57, "step": 60 }, { "epoch": 5.0, "grad_norm": 2.5107924938201904, "learning_rate": 4.5e-05, "loss": 0.4025, "step": 75 }, { "epoch": 5.0, "eval_accuracy": 0.6764705882352942, "eval_combined_score": 0.7228506787330318, "eval_f1": 0.7692307692307693, "eval_loss": 0.6637485027313232, "eval_runtime": 0.1884, "eval_samples_per_second": 2165.429, "eval_steps_per_second": 10.615, "step": 75 }, { "epoch": 6.0, "grad_norm": 2.7780885696411133, "learning_rate": 4.4000000000000006e-05, "loss": 0.3023, "step": 90 }, { "epoch": 6.0, "eval_accuracy": 0.6666666666666666, "eval_combined_score": 0.7123368920521945, "eval_f1": 0.7580071174377224, "eval_loss": 0.7731847763061523, "eval_runtime": 0.1968, "eval_samples_per_second": 2072.789, "eval_steps_per_second": 10.161, "step": 90 }, { "epoch": 7.0, "grad_norm": 2.5387532711029053, "learning_rate": 4.3e-05, "loss": 0.1918, "step": 105 }, { "epoch": 7.0, "eval_accuracy": 0.6568627450980392, "eval_combined_score": 0.7060537501713973, "eval_f1": 0.7552447552447552, "eval_loss": 0.9304187297821045, "eval_runtime": 0.2027, "eval_samples_per_second": 2012.998, "eval_steps_per_second": 9.868, "step": 105 }, { "epoch": 7.0, "step": 105, "total_flos": 1700616463945728.0, "train_loss": 0.44832047053745816, "train_runtime": 35.4144, "train_samples_per_second": 5178.678, "train_steps_per_second": 21.178 } ], "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 }