{ "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": 1.0, "eval_accuracy": 0.594516129032258, "eval_loss": 0.20276567339897156, "eval_runtime": 5.2979, "eval_samples_per_second": 585.143, "eval_steps_per_second": 12.269, "step": 318 }, { "epoch": 1.5723270440251573, "grad_norm": 0.535661518573761, "learning_rate": 1.685534591194969e-05, "loss": 0.3272, "step": 500 }, { "epoch": 2.0, "eval_accuracy": 0.8270967741935484, "eval_loss": 0.09640489518642426, "eval_runtime": 5.5004, "eval_samples_per_second": 563.593, "eval_steps_per_second": 11.817, "step": 636 }, { "epoch": 3.0, "eval_accuracy": 0.8841935483870967, "eval_loss": 0.06340694427490234, "eval_runtime": 5.3223, "eval_samples_per_second": 582.452, "eval_steps_per_second": 12.213, "step": 954 }, { "epoch": 3.1446540880503147, "grad_norm": 0.4495888650417328, "learning_rate": 1.371069182389937e-05, "loss": 0.1121, "step": 1000 }, { "epoch": 4.0, "eval_accuracy": 0.9006451612903226, "eval_loss": 0.048330824822187424, "eval_runtime": 5.6025, "eval_samples_per_second": 553.321, "eval_steps_per_second": 11.602, "step": 1272 }, { "epoch": 4.716981132075472, "grad_norm": 0.30502042174339294, "learning_rate": 1.0566037735849058e-05, "loss": 0.0703, "step": 1500 }, { "epoch": 5.0, "eval_accuracy": 0.9106451612903226, "eval_loss": 0.03915739059448242, "eval_runtime": 5.4572, "eval_samples_per_second": 568.056, "eval_steps_per_second": 11.911, "step": 1590 }, { "epoch": 6.0, "eval_accuracy": 0.9151612903225806, "eval_loss": 0.03403216972947121, "eval_runtime": 5.2442, "eval_samples_per_second": 591.135, "eval_steps_per_second": 12.395, "step": 1908 }, { "epoch": 6.289308176100629, "grad_norm": 0.2584752142429352, "learning_rate": 7.421383647798742e-06, "loss": 0.0544, "step": 2000 }, { "epoch": 7.0, "eval_accuracy": 0.9245161290322581, "eval_loss": 0.03124151937663555, "eval_runtime": 5.4453, "eval_samples_per_second": 569.297, "eval_steps_per_second": 11.937, "step": 2226 }, { "epoch": 7.861635220125786, "grad_norm": 0.2786354124546051, "learning_rate": 4.276729559748428e-06, "loss": 0.047, "step": 2500 }, { "epoch": 8.0, "eval_accuracy": 0.9280645161290323, "eval_loss": 0.028918160125613213, "eval_runtime": 5.5666, "eval_samples_per_second": 556.888, "eval_steps_per_second": 11.677, "step": 2544 }, { "epoch": 9.0, "eval_accuracy": 0.93, "eval_loss": 0.027848755940794945, "eval_runtime": 5.4913, "eval_samples_per_second": 564.529, "eval_steps_per_second": 11.837, "step": 2862 }, { "epoch": 9.433962264150944, "grad_norm": 0.25698819756507874, "learning_rate": 1.1320754716981133e-06, "loss": 0.0435, "step": 3000 } ], "logging_steps": 500, "max_steps": 3180, "num_input_tokens_seen": 0, "num_train_epochs": 10, "save_steps": 500, "stateful_callbacks": { "TrainerControl": { "args": { "should_epoch_stop": false, "should_evaluate": false, "should_log": false, "should_save": true, "should_training_stop": true }, "attributes": {} } }, "total_flos": 863743180573392.0, "train_batch_size": 48, "trial_name": null, "trial_params": { "alpha": 0.03960757682163807, "num_train_epochs": 10, "temperature": 9 } }