{ "best_metric": 0.863013698630137, "best_model_checkpoint": "distilhubert-finetuned-mixed-data/checkpoint-205", "epoch": 9.617486338797814, "eval_steps": 500, "global_step": 220, "is_hyper_param_search": false, "is_local_process_zero": true, "is_world_process_zero": true, "log_history": [ { "epoch": 0.9617486338797814, "eval_accuracy": 0.4876712328767123, "eval_f1": 0.32440734699411816, "eval_loss": 1.1426137685775757, "eval_precision": 0.31998188610890976, "eval_recall": 0.4876712328767123, "eval_runtime": 1.5868, "eval_samples_per_second": 230.024, "eval_steps_per_second": 28.989, "step": 22 }, { "epoch": 1.9672131147540983, "eval_accuracy": 0.6876712328767123, "eval_f1": 0.6726372384593322, "eval_loss": 0.8035227060317993, "eval_precision": 0.6780882232356064, "eval_recall": 0.6876712328767123, "eval_runtime": 1.5591, "eval_samples_per_second": 234.103, "eval_steps_per_second": 29.503, "step": 45 }, { "epoch": 2.972677595628415, "eval_accuracy": 0.736986301369863, "eval_f1": 0.7179122961593137, "eval_loss": 0.5865945219993591, "eval_precision": 0.7266763525667637, "eval_recall": 0.736986301369863, "eval_runtime": 1.5049, "eval_samples_per_second": 242.544, "eval_steps_per_second": 30.567, "step": 68 }, { "epoch": 3.978142076502732, "eval_accuracy": 0.7945205479452054, "eval_f1": 0.7852674207057345, "eval_loss": 0.5180361270904541, "eval_precision": 0.7921658130880418, "eval_recall": 0.7945205479452054, "eval_runtime": 1.524, "eval_samples_per_second": 239.5, "eval_steps_per_second": 30.184, "step": 91 }, { "epoch": 4.983606557377049, "eval_accuracy": 0.7232876712328767, "eval_f1": 0.7299958784843185, "eval_loss": 0.6972417831420898, "eval_precision": 0.7954469760289924, "eval_recall": 0.7232876712328767, "eval_runtime": 1.5556, "eval_samples_per_second": 234.639, "eval_steps_per_second": 29.571, "step": 114 }, { "epoch": 5.989071038251366, "eval_accuracy": 0.8054794520547945, "eval_f1": 0.7958302021593314, "eval_loss": 0.5580042004585266, "eval_precision": 0.8052187633545131, "eval_recall": 0.8054794520547945, "eval_runtime": 1.5685, "eval_samples_per_second": 232.706, "eval_steps_per_second": 29.327, "step": 137 }, { "epoch": 6.994535519125683, "eval_accuracy": 0.8602739726027397, "eval_f1": 0.858393361953483, "eval_loss": 0.3853427767753601, "eval_precision": 0.8584473878727092, "eval_recall": 0.8602739726027397, "eval_runtime": 1.5792, "eval_samples_per_second": 231.123, "eval_steps_per_second": 29.128, "step": 160 }, { "epoch": 8.0, "eval_accuracy": 0.8301369863013699, "eval_f1": 0.8318234814039167, "eval_loss": 0.40903881192207336, "eval_precision": 0.8414951955847754, "eval_recall": 0.8301369863013699, "eval_runtime": 1.487, "eval_samples_per_second": 245.46, "eval_steps_per_second": 30.935, "step": 183 }, { "epoch": 8.96174863387978, "eval_accuracy": 0.863013698630137, "eval_f1": 0.8632581323145341, "eval_loss": 0.3923250734806061, "eval_precision": 0.8660117525520729, "eval_recall": 0.863013698630137, "eval_runtime": 1.4825, "eval_samples_per_second": 246.201, "eval_steps_per_second": 31.028, "step": 205 }, { "epoch": 9.617486338797814, "eval_accuracy": 0.8602739726027397, "eval_f1": 0.8611219837424375, "eval_loss": 0.40032678842544556, "eval_precision": 0.8643796759246641, "eval_recall": 0.8602739726027397, "eval_runtime": 1.5186, "eval_samples_per_second": 240.346, "eval_steps_per_second": 30.29, "step": 220 } ], "logging_steps": 500, "max_steps": 220, "num_input_tokens_seen": 0, "num_train_epochs": 10, "save_steps": 500, "stateful_callbacks": { "EarlyStoppingCallback": { "args": { "early_stopping_patience": 3, "early_stopping_threshold": 0.0 }, "attributes": { "early_stopping_patience_counter": 0 } }, "TrainerControl": { "args": { "should_epoch_stop": false, "should_evaluate": false, "should_log": false, "should_save": true, "should_training_stop": true }, "attributes": {} } }, "total_flos": 3.19187697696e+16, "train_batch_size": 8, "trial_name": null, "trial_params": null }