{ "best_global_step": 32, "best_metric": 1.1013036966323853, "best_model_checkpoint": "./finetuning/checkpoint-32", "epoch": 3.0, "eval_steps": 500, "global_step": 48, "is_hyper_param_search": false, "is_local_process_zero": true, "is_world_process_zero": true, "log_history": [ { "epoch": 0.625, "grad_norm": 2.963273286819458, "learning_rate": 4.71875e-05, "loss": 1.1393531799316405, "step": 10 }, { "epoch": 1.0, "eval_accuracy": 0.7275, "eval_loss": 1.117279052734375, "eval_runtime": 99.7594, "eval_samples_per_second": 20.048, "eval_steps_per_second": 1.253, "step": 16 }, { "epoch": 1.25, "grad_norm": 1.9508087635040283, "learning_rate": 4.40625e-05, "loss": 0.8301602363586426, "step": 20 }, { "epoch": 1.875, "grad_norm": 1.7418757677078247, "learning_rate": 4.09375e-05, "loss": 0.5593328952789307, "step": 30 }, { "epoch": 2.0, "eval_accuracy": 0.733, "eval_loss": 1.1013036966323853, "eval_runtime": 99.7792, "eval_samples_per_second": 20.044, "eval_steps_per_second": 1.253, "step": 32 }, { "epoch": 2.5, "grad_norm": 1.2206847667694092, "learning_rate": 3.78125e-05, "loss": 0.4049041271209717, "step": 40 }, { "epoch": 3.0, "eval_accuracy": 0.729, "eval_loss": 1.130679965019226, "eval_runtime": 98.8399, "eval_samples_per_second": 20.235, "eval_steps_per_second": 1.265, "step": 48 } ], "logging_steps": 10, "max_steps": 160, "num_input_tokens_seen": 0, "num_train_epochs": 10, "save_steps": 500, "stateful_callbacks": { "EarlyStoppingCallback": { "args": { "early_stopping_patience": 4, "early_stopping_threshold": 0.0 }, "attributes": { "early_stopping_patience_counter": 1 } }, "TrainerControl": { "args": { "should_epoch_stop": false, "should_evaluate": false, "should_log": false, "should_save": true, "should_training_stop": false }, "attributes": {} } }, "total_flos": 1.876443281620992e+18, "train_batch_size": 512, "trial_name": null, "trial_params": null }