{ "best_metric": 0.926605504587156, "best_model_checkpoint": "electra-distilled-sst\\run-13\\checkpoint-3162", "epoch": 9.0, "eval_steps": 500, "global_step": 4743, "is_hyper_param_search": true, "is_local_process_zero": true, "is_world_process_zero": true, "log_history": [ { "epoch": 1.0, "grad_norm": 22.835023880004883, "learning_rate": 4.3163581221778226e-05, "loss": 0.8573, "step": 527 }, { "epoch": 1.0, "eval_accuracy": 0.9162844036697247, "eval_loss": 0.5491362810134888, "eval_runtime": 1.4473, "eval_samples_per_second": 602.517, "eval_steps_per_second": 4.837, "step": 527 }, { "epoch": 2.0, "grad_norm": 38.72591018676758, "learning_rate": 3.7769413020716535e-05, "loss": 0.4496, "step": 1054 }, { "epoch": 2.0, "eval_accuracy": 0.9105504587155964, "eval_loss": 0.5399537682533264, "eval_runtime": 1.4499, "eval_samples_per_second": 601.429, "eval_steps_per_second": 4.828, "step": 1054 }, { "epoch": 3.0, "grad_norm": 6.218717575073242, "learning_rate": 3.237524481965485e-05, "loss": 0.3331, "step": 1581 }, { "epoch": 3.0, "eval_accuracy": 0.9208715596330275, "eval_loss": 0.5268839001655579, "eval_runtime": 1.4424, "eval_samples_per_second": 604.54, "eval_steps_per_second": 4.853, "step": 1581 }, { "epoch": 4.0, "grad_norm": 4.019476890563965, "learning_rate": 2.6981076618593168e-05, "loss": 0.2593, "step": 2108 }, { "epoch": 4.0, "eval_accuracy": 0.9174311926605505, "eval_loss": 0.5509608387947083, "eval_runtime": 1.453, "eval_samples_per_second": 600.123, "eval_steps_per_second": 4.818, "step": 2108 }, { "epoch": 5.0, "grad_norm": 19.7722110748291, "learning_rate": 2.1586908417531485e-05, "loss": 0.2191, "step": 2635 }, { "epoch": 5.0, "eval_accuracy": 0.9162844036697247, "eval_loss": 0.5370484590530396, "eval_runtime": 1.4546, "eval_samples_per_second": 599.496, "eval_steps_per_second": 4.812, "step": 2635 }, { "epoch": 6.0, "grad_norm": 12.621796607971191, "learning_rate": 1.6202975829754548e-05, "loss": 0.1874, "step": 3162 }, { "epoch": 6.0, "eval_accuracy": 0.926605504587156, "eval_loss": 0.572212815284729, "eval_runtime": 1.4456, "eval_samples_per_second": 603.228, "eval_steps_per_second": 4.842, "step": 3162 }, { "epoch": 7.0, "grad_norm": 12.125116348266602, "learning_rate": 1.0808807628692863e-05, "loss": 0.1614, "step": 3689 }, { "epoch": 7.0, "eval_accuracy": 0.9197247706422018, "eval_loss": 0.5944486260414124, "eval_runtime": 1.4613, "eval_samples_per_second": 596.712, "eval_steps_per_second": 4.79, "step": 3689 }, { "epoch": 8.0, "grad_norm": 7.69290828704834, "learning_rate": 5.414639427631178e-06, "loss": 0.1463, "step": 4216 }, { "epoch": 8.0, "eval_accuracy": 0.9208715596330275, "eval_loss": 0.652703046798706, "eval_runtime": 1.4499, "eval_samples_per_second": 601.423, "eval_steps_per_second": 4.828, "step": 4216 }, { "epoch": 9.0, "grad_norm": 29.435096740722656, "learning_rate": 2.0471226569494057e-08, "loss": 0.1339, "step": 4743 }, { "epoch": 9.0, "eval_accuracy": 0.9220183486238532, "eval_loss": 0.6081395149230957, "eval_runtime": 1.4498, "eval_samples_per_second": 601.454, "eval_steps_per_second": 4.828, "step": 4743 } ], "logging_steps": 500, "max_steps": 4743, "num_input_tokens_seen": 0, "num_train_epochs": 9, "save_steps": 500, "total_flos": 1684816747339368.0, "train_batch_size": 128, "trial_name": null, "trial_params": { "alpha": 0.8585651118406669, "learning_rate": 4.854751380955516e-05, "num_train_epochs": 9, "temperature": 23 } }