{ "best_metric": 0.4975221305697031, "best_model_checkpoint": "distilbert-base-uncased-finetuned-cola/run-0/checkpoint-4276", "epoch": 2.0, "eval_steps": 500, "global_step": 4276, "is_hyper_param_search": true, "is_local_process_zero": true, "is_world_process_zero": true, "log_history": [ { "epoch": 0.23, "learning_rate": 9.967147053469058e-06, "loss": 0.5657, "step": 500 }, { "epoch": 0.47, "learning_rate": 8.647344742363515e-06, "loss": 0.5621, "step": 1000 }, { "epoch": 0.7, "learning_rate": 7.327542431257973e-06, "loss": 0.5429, "step": 1500 }, { "epoch": 0.94, "learning_rate": 6.0077401201524294e-06, "loss": 0.5214, "step": 2000 }, { "epoch": 1.0, "eval_loss": 0.5339541435241699, "eval_matthews_correlation": 0.40454640840116707, "eval_runtime": 0.7883, "eval_samples_per_second": 1323.162, "eval_steps_per_second": 83.728, "step": 2138 }, { "epoch": 1.17, "learning_rate": 4.687937809046888e-06, "loss": 0.4709, "step": 2500 }, { "epoch": 1.4, "learning_rate": 3.368135497941345e-06, "loss": 0.4733, "step": 3000 }, { "epoch": 1.64, "learning_rate": 2.048333186835802e-06, "loss": 0.4707, "step": 3500 }, { "epoch": 1.87, "learning_rate": 7.285308757302596e-07, "loss": 0.5123, "step": 4000 }, { "epoch": 2.0, "eval_loss": 0.7701239585876465, "eval_matthews_correlation": 0.4975221305697031, "eval_runtime": 0.7314, "eval_samples_per_second": 1426.085, "eval_steps_per_second": 90.241, "step": 4276 } ], "logging_steps": 500, "max_steps": 4276, "num_input_tokens_seen": 0, "num_train_epochs": 2, "save_steps": 500, "total_flos": 65123767413480.0, "train_batch_size": 4, "trial_name": null, "trial_params": { "learning_rate": 1.1286949364574601e-05, "num_train_epochs": 2, "per_device_train_batch_size": 4, "seed": 27 } }