{ "best_metric": 0.47624343628277643, "best_model_checkpoint": "distilbert-base-uncased-finetuned-cola/run-3/checkpoint-1072", "epoch": 5.0, "eval_steps": 500, "global_step": 1340, "is_hyper_param_search": true, "is_local_process_zero": true, "is_world_process_zero": true, "log_history": [ { "epoch": 1.0, "eval_loss": 0.5160695314407349, "eval_matthews_correlation": 0.3884569188624487, "eval_runtime": 0.688, "eval_samples_per_second": 1516.05, "eval_steps_per_second": 95.934, "step": 268 }, { "epoch": 1.87, "learning_rate": 4.7623518427226e-06, "loss": 0.5077, "step": 500 }, { "epoch": 2.0, "eval_loss": 0.4879527986049652, "eval_matthews_correlation": 0.4537159672261629, "eval_runtime": 1.8327, "eval_samples_per_second": 569.098, "eval_steps_per_second": 36.012, "step": 536 }, { "epoch": 3.0, "eval_loss": 0.49178388714790344, "eval_matthews_correlation": 0.4752024043308134, "eval_runtime": 0.7459, "eval_samples_per_second": 1398.283, "eval_steps_per_second": 88.482, "step": 804 }, { "epoch": 3.73, "learning_rate": 1.9276186030067667e-06, "loss": 0.3683, "step": 1000 }, { "epoch": 4.0, "eval_loss": 0.5047063231468201, "eval_matthews_correlation": 0.47624343628277643, "eval_runtime": 1.64, "eval_samples_per_second": 635.968, "eval_steps_per_second": 40.243, "step": 1072 }, { "epoch": 5.0, "eval_loss": 0.5170151591300964, "eval_matthews_correlation": 0.4618671668713098, "eval_runtime": 1.1213, "eval_samples_per_second": 930.176, "eval_steps_per_second": 58.861, "step": 1340 } ], "logging_steps": 500, "max_steps": 1340, "num_train_epochs": 5, "save_steps": 500, "total_flos": 190971935742888.0, "trial_name": null, "trial_params": { "learning_rate": 7.597085082438434e-06, "num_train_epochs": 5, "per_device_train_batch_size": 32, "seed": 25 } }