{ "best_metric": 0.19816060019544374, "best_model_checkpoint": "distilbert-base-uncased-finetuned-cola/run-0/checkpoint-536", "epoch": 4.0, "eval_steps": 500, "global_step": 536, "is_hyper_param_search": true, "is_local_process_zero": true, "is_world_process_zero": true, "log_history": [ { "epoch": 1.0, "eval_loss": 0.6058756113052368, "eval_matthews_correlation": 0.0, "eval_runtime": 1.1108, "eval_samples_per_second": 938.924, "eval_steps_per_second": 59.414, "step": 134 }, { "epoch": 2.0, "eval_loss": 0.5703422427177429, "eval_matthews_correlation": 0.0463559874942472, "eval_runtime": 1.1844, "eval_samples_per_second": 880.626, "eval_steps_per_second": 55.725, "step": 268 }, { "epoch": 3.0, "eval_loss": 0.5537189245223999, "eval_matthews_correlation": 0.13847035035325458, "eval_runtime": 1.2327, "eval_samples_per_second": 846.092, "eval_steps_per_second": 53.54, "step": 402 }, { "epoch": 3.73, "grad_norm": 2.2481775283813477, "learning_rate": 1.4813595850914947e-07, "loss": 0.5692, "step": 500 }, { "epoch": 4.0, "eval_loss": 0.5494163632392883, "eval_matthews_correlation": 0.19816060019544374, "eval_runtime": 0.7154, "eval_samples_per_second": 1457.894, "eval_steps_per_second": 92.254, "step": 536 } ], "logging_steps": 500, "max_steps": 536, "num_input_tokens_seen": 0, "num_train_epochs": 4, "save_steps": 500, "total_flos": 209831981626536.0, "train_batch_size": 64, "trial_name": null, "trial_params": { "learning_rate": 2.205579826691781e-06, "num_train_epochs": 4, "per_device_train_batch_size": 64, "seed": 12 } }