{ "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": 0.8400816917419434, "learning_rate": 1.8006289308176103e-05, "loss": 0.8053, "step": 317 }, { "epoch": 1.0, "eval_accuracy": 0.6770967741935484, "eval_loss": 0.4036009609699249, "eval_runtime": 5.5118, "eval_samples_per_second": 562.425, "eval_steps_per_second": 11.793, "step": 318 }, { "epoch": 1.9937106918238994, "grad_norm": 0.8274524211883545, "learning_rate": 1.6012578616352204e-05, "loss": 0.302, "step": 634 }, { "epoch": 2.0, "eval_accuracy": 0.8458064516129032, "eval_loss": 0.13483001291751862, "eval_runtime": 5.5404, "eval_samples_per_second": 559.525, "eval_steps_per_second": 11.732, "step": 636 }, { "epoch": 2.990566037735849, "grad_norm": 0.8234432935714722, "learning_rate": 1.4018867924528304e-05, "loss": 0.1386, "step": 951 }, { "epoch": 3.0, "eval_accuracy": 0.8977419354838709, "eval_loss": 0.0700574740767479, "eval_runtime": 5.4937, "eval_samples_per_second": 564.285, "eval_steps_per_second": 11.832, "step": 954 }, { "epoch": 3.9874213836477987, "grad_norm": 0.4532417058944702, "learning_rate": 1.2025157232704403e-05, "loss": 0.0888, "step": 1268 }, { "epoch": 4.0, "eval_accuracy": 0.9206451612903226, "eval_loss": 0.049840863794088364, "eval_runtime": 5.5231, "eval_samples_per_second": 561.275, "eval_steps_per_second": 11.769, "step": 1272 }, { "epoch": 4.984276729559748, "grad_norm": 0.37649276852607727, "learning_rate": 1.0031446540880504e-05, "loss": 0.0692, "step": 1585 }, { "epoch": 5.0, "eval_accuracy": 0.9261290322580645, "eval_loss": 0.0415181890130043, "eval_runtime": 5.4921, "eval_samples_per_second": 564.442, "eval_steps_per_second": 11.835, "step": 1590 }, { "epoch": 5.981132075471698, "grad_norm": 0.4510127604007721, "learning_rate": 8.037735849056606e-06, "loss": 0.0592, "step": 1902 }, { "epoch": 6.0, "eval_accuracy": 0.9293548387096774, "eval_loss": 0.03712046518921852, "eval_runtime": 5.4971, "eval_samples_per_second": 563.937, "eval_steps_per_second": 11.824, "step": 1908 }, { "epoch": 6.977987421383648, "grad_norm": 0.49705973267555237, "learning_rate": 6.044025157232704e-06, "loss": 0.0536, "step": 2219 }, { "epoch": 7.0, "eval_accuracy": 0.9348387096774193, "eval_loss": 0.03438512980937958, "eval_runtime": 5.5484, "eval_samples_per_second": 558.72, "eval_steps_per_second": 11.715, "step": 2226 }, { "epoch": 7.9748427672955975, "grad_norm": 0.3060547113418579, "learning_rate": 4.0503144654088055e-06, "loss": 0.0502, "step": 2536 }, { "epoch": 8.0, "eval_accuracy": 0.9319354838709677, "eval_loss": 0.03265618532896042, "eval_runtime": 5.4893, "eval_samples_per_second": 564.733, "eval_steps_per_second": 11.841, "step": 2544 }, { "epoch": 8.971698113207546, "grad_norm": 0.4856511056423187, "learning_rate": 2.056603773584906e-06, "loss": 0.048, "step": 2853 }, { "epoch": 9.0, "eval_accuracy": 0.9335483870967742, "eval_loss": 0.03140486776828766, "eval_runtime": 5.5089, "eval_samples_per_second": 562.722, "eval_steps_per_second": 11.799, "step": 2862 }, { "epoch": 9.968553459119496, "grad_norm": 0.26917463541030884, "learning_rate": 6.289308176100629e-08, "loss": 0.0468, "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": 826686570348240.0, "train_batch_size": 48, "trial_name": null, "trial_params": { "alpha": 0.3238865638797629, "num_train_epochs": 10, "temperature": 2 } }