{ "best_global_step": 30, "best_metric": 0.5961782336235046, "best_model_checkpoint": "distilbert_km_5_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": 1.4399302005767822, "learning_rate": 4.9e-05, "loss": 0.6185, "step": 15 }, { "epoch": 1.0, "eval_accuracy": 0.678921568627451, "eval_combined_score": 0.7346607843137255, "eval_f1": 0.7904, "eval_loss": 0.6003154516220093, "eval_runtime": 0.1953, "eval_samples_per_second": 2089.263, "eval_steps_per_second": 10.241, "step": 15 }, { "epoch": 2.0, "grad_norm": 1.7464332580566406, "learning_rate": 4.8e-05, "loss": 0.5391, "step": 30 }, { "epoch": 2.0, "eval_accuracy": 0.6862745098039216, "eval_combined_score": 0.739911448450348, "eval_f1": 0.7935483870967742, "eval_loss": 0.5961782336235046, "eval_runtime": 0.1972, "eval_samples_per_second": 2068.74, "eval_steps_per_second": 10.141, "step": 30 }, { "epoch": 3.0, "grad_norm": 2.069668769836426, "learning_rate": 4.7e-05, "loss": 0.4435, "step": 45 }, { "epoch": 3.0, "eval_accuracy": 0.696078431372549, "eval_combined_score": 0.7453902090637579, "eval_f1": 0.7947019867549668, "eval_loss": 0.6492855548858643, "eval_runtime": 0.1944, "eval_samples_per_second": 2098.371, "eval_steps_per_second": 10.286, "step": 45 }, { "epoch": 4.0, "grad_norm": 3.9558331966400146, "learning_rate": 4.600000000000001e-05, "loss": 0.3126, "step": 60 }, { "epoch": 4.0, "eval_accuracy": 0.6764705882352942, "eval_combined_score": 0.7256073077695242, "eval_f1": 0.7747440273037542, "eval_loss": 0.7969324588775635, "eval_runtime": 0.1902, "eval_samples_per_second": 2145.222, "eval_steps_per_second": 10.516, "step": 60 }, { "epoch": 5.0, "grad_norm": 2.951694965362549, "learning_rate": 4.5e-05, "loss": 0.1757, "step": 75 }, { "epoch": 5.0, "eval_accuracy": 0.6544117647058824, "eval_combined_score": 0.7024271212909943, "eval_f1": 0.7504424778761062, "eval_loss": 1.0384982824325562, "eval_runtime": 0.1911, "eval_samples_per_second": 2134.812, "eval_steps_per_second": 10.465, "step": 75 }, { "epoch": 6.0, "grad_norm": 1.9431947469711304, "learning_rate": 4.4000000000000006e-05, "loss": 0.0809, "step": 90 }, { "epoch": 6.0, "eval_accuracy": 0.6838235294117647, "eval_combined_score": 0.7316553544494722, "eval_f1": 0.7794871794871795, "eval_loss": 1.346550464630127, "eval_runtime": 0.217, "eval_samples_per_second": 1880.019, "eval_steps_per_second": 9.216, "step": 90 }, { "epoch": 7.0, "grad_norm": 2.6144425868988037, "learning_rate": 4.3e-05, "loss": 0.0458, "step": 105 }, { "epoch": 7.0, "eval_accuracy": 0.6838235294117647, "eval_combined_score": 0.7293463196797043, "eval_f1": 0.774869109947644, "eval_loss": 1.5137430429458618, "eval_runtime": 0.1879, "eval_samples_per_second": 2171.13, "eval_steps_per_second": 10.643, "step": 105 }, { "epoch": 7.0, "step": 105, "total_flos": 1700616463945728.0, "train_loss": 0.31660059009279523, "train_runtime": 34.3244, "train_samples_per_second": 5343.141, "train_steps_per_second": 21.85 } ], "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 }