{ "best_metric": null, "best_model_checkpoint": null, "epoch": 10.0, "eval_steps": 500, "global_step": 3180, "is_hyper_param_search": true, "is_local_process_zero": true, "is_world_process_zero": true, "log_history": [ { "epoch": 0.9968553459119497, "grad_norm": 0.6776733994483948, "learning_rate": 1.8006289308176103e-05, "loss": 0.4584, "step": 317 }, { "epoch": 1.0, "eval_accuracy": 0.6125806451612903, "eval_loss": 0.229416161775589, "eval_runtime": 1.4059, "eval_samples_per_second": 2205.025, "eval_steps_per_second": 46.234, "step": 318 }, { "epoch": 1.9937106918238994, "grad_norm": 0.5552124977111816, "learning_rate": 1.6012578616352204e-05, "loss": 0.1874, "step": 634 }, { "epoch": 2.0, "eval_accuracy": 0.8419354838709677, "eval_loss": 0.10401267558336258, "eval_runtime": 1.4225, "eval_samples_per_second": 2179.306, "eval_steps_per_second": 45.695, "step": 636 }, { "epoch": 2.990566037735849, "grad_norm": 0.4675765037536621, "learning_rate": 1.4018867924528304e-05, "loss": 0.1109, "step": 951 }, { "epoch": 3.0, "eval_accuracy": 0.8874193548387097, "eval_loss": 0.0649406909942627, "eval_runtime": 1.4308, "eval_samples_per_second": 2166.649, "eval_steps_per_second": 45.43, "step": 954 }, { "epoch": 3.9874213836477987, "grad_norm": 0.41055992245674133, "learning_rate": 1.2025157232704403e-05, "loss": 0.0802, "step": 1268 }, { "epoch": 4.0, "eval_accuracy": 0.9067741935483871, "eval_loss": 0.04709634184837341, "eval_runtime": 1.6361, "eval_samples_per_second": 1894.729, "eval_steps_per_second": 39.728, "step": 1272 }, { "epoch": 4.984276729559748, "grad_norm": 0.31869634985923767, "learning_rate": 1.0031446540880504e-05, "loss": 0.0644, "step": 1585 }, { "epoch": 5.0, "eval_accuracy": 0.915483870967742, "eval_loss": 0.03851104900240898, "eval_runtime": 1.4501, "eval_samples_per_second": 2137.847, "eval_steps_per_second": 44.826, "step": 1590 }, { "epoch": 5.981132075471698, "grad_norm": 0.3909931480884552, "learning_rate": 8.037735849056606e-06, "loss": 0.0554, "step": 1902 }, { "epoch": 6.0, "eval_accuracy": 0.9212903225806451, "eval_loss": 0.033167432993650436, "eval_runtime": 1.8412, "eval_samples_per_second": 1683.68, "eval_steps_per_second": 35.303, "step": 1908 }, { "epoch": 6.977987421383648, "grad_norm": 0.2565544545650482, "learning_rate": 6.044025157232704e-06, "loss": 0.05, "step": 2219 }, { "epoch": 7.0, "eval_accuracy": 0.927741935483871, "eval_loss": 0.03042704612016678, "eval_runtime": 1.4492, "eval_samples_per_second": 2139.078, "eval_steps_per_second": 44.852, "step": 2226 }, { "epoch": 7.9748427672955975, "grad_norm": 0.27845093607902527, "learning_rate": 4.0503144654088055e-06, "loss": 0.0467, "step": 2536 }, { "epoch": 8.0, "eval_accuracy": 0.9293548387096774, "eval_loss": 0.028363477438688278, "eval_runtime": 1.6476, "eval_samples_per_second": 1881.537, "eval_steps_per_second": 39.452, "step": 2544 }, { "epoch": 8.971698113207546, "grad_norm": 0.2760983407497406, "learning_rate": 2.056603773584906e-06, "loss": 0.0443, "step": 2853 }, { "epoch": 9.0, "eval_accuracy": 0.9303225806451613, "eval_loss": 0.027360040694475174, "eval_runtime": 1.4532, "eval_samples_per_second": 2133.234, "eval_steps_per_second": 44.729, "step": 2862 }, { "epoch": 9.968553459119496, "grad_norm": 0.22213682532310486, "learning_rate": 6.289308176100629e-08, "loss": 0.0432, "step": 3170 } ], "logging_steps": 317, "max_steps": 3180, "num_input_tokens_seen": 0, "num_train_epochs": 10, "save_steps": 1000000000.0, "stateful_callbacks": { "TrainerControl": { "args": { "should_epoch_stop": false, "should_evaluate": false, "should_log": false, "should_save": true, "should_training_stop": true }, "attributes": {} } }, "total_flos": 825254092458012.0, "train_batch_size": 48, "trial_name": null, "trial_params": { "alpha": 0.7838482405834947, "num_train_epochs": 10, "temperature": 5 } }