{ "best_metric": null, "best_model_checkpoint": null, "epoch": 15.0, "eval_steps": 500, "global_step": 4770, "is_hyper_param_search": true, "is_local_process_zero": true, "is_world_process_zero": true, "log_history": [ { "epoch": 0.9968553459119497, "grad_norm": 0.8092947006225586, "learning_rate": 0.0004835195985179114, "loss": 0.2576, "step": 317 }, { "epoch": 1.0, "eval_accuracy": 0.7422580645161291, "eval_loss": 0.11835014075040817, "eval_runtime": 5.4376, "eval_samples_per_second": 570.107, "eval_steps_per_second": 11.954, "step": 318 }, { "epoch": 1.9937106918238994, "grad_norm": 0.4659373164176941, "learning_rate": 0.0004678272940120885, "loss": 0.0912, "step": 634 }, { "epoch": 2.0, "eval_accuracy": 0.8132258064516129, "eval_loss": 0.08229727298021317, "eval_runtime": 5.3212, "eval_samples_per_second": 582.581, "eval_steps_per_second": 12.215, "step": 636 }, { "epoch": 2.990566037735849, "grad_norm": 0.39092108607292175, "learning_rate": 0.0004424318300788979, "loss": 0.058, "step": 951 }, { "epoch": 3.0, "eval_accuracy": 0.853225806451613, "eval_loss": 0.07101583480834961, "eval_runtime": 5.4193, "eval_samples_per_second": 572.031, "eval_steps_per_second": 11.994, "step": 954 }, { "epoch": 3.9874213836477987, "grad_norm": 0.18997839093208313, "learning_rate": 0.00040843616613818045, "loss": 0.0468, "step": 1268 }, { "epoch": 4.0, "eval_accuracy": 0.8619354838709677, "eval_loss": 0.061981625854969025, "eval_runtime": 5.4233, "eval_samples_per_second": 571.613, "eval_steps_per_second": 11.985, "step": 1272 }, { "epoch": 4.984276729559748, "grad_norm": 0.57562655210495, "learning_rate": 0.00036731677995288685, "loss": 0.0404, "step": 1585 }, { "epoch": 5.0, "eval_accuracy": 0.8870967741935484, "eval_loss": 0.05836557596921921, "eval_runtime": 5.4115, "eval_samples_per_second": 572.852, "eval_steps_per_second": 12.011, "step": 1590 }, { "epoch": 5.981132075471698, "grad_norm": 0.656391978263855, "learning_rate": 0.0003208595421986017, "loss": 0.0363, "step": 1902 }, { "epoch": 6.0, "eval_accuracy": 0.8767741935483871, "eval_loss": 0.057680290192365646, "eval_runtime": 5.4159, "eval_samples_per_second": 572.384, "eval_steps_per_second": 12.002, "step": 1908 }, { "epoch": 6.977987421383648, "grad_norm": 0.21630945801734924, "learning_rate": 0.00027108215367951916, "loss": 0.0284, "step": 2219 }, { "epoch": 7.0, "eval_accuracy": 0.8964516129032258, "eval_loss": 0.05861014127731323, "eval_runtime": 5.4131, "eval_samples_per_second": 572.683, "eval_steps_per_second": 12.008, "step": 2226 }, { "epoch": 7.9748427672955975, "grad_norm": 0.07545796036720276, "learning_rate": 0.00022014651384770874, "loss": 0.0245, "step": 2536 }, { "epoch": 8.0, "eval_accuracy": 0.9048387096774193, "eval_loss": 0.04624096304178238, "eval_runtime": 5.409, "eval_samples_per_second": 573.114, "eval_steps_per_second": 12.017, "step": 2544 }, { "epoch": 8.971698113207546, "grad_norm": 0.08013833314180374, "learning_rate": 0.000170264826579655, "loss": 0.0209, "step": 2853 }, { "epoch": 9.0, "eval_accuracy": 0.9106451612903226, "eval_loss": 0.042855095118284225, "eval_runtime": 5.3995, "eval_samples_per_second": 574.13, "eval_steps_per_second": 12.038, "step": 2862 }, { "epoch": 9.968553459119496, "grad_norm": 0.14883077144622803, "learning_rate": 0.00012360352116346234, "loss": 0.0192, "step": 3170 }, { "epoch": 10.0, "eval_accuracy": 0.9132258064516129, "eval_loss": 0.04050453379750252, "eval_runtime": 5.3574, "eval_samples_per_second": 578.637, "eval_steps_per_second": 12.133, "step": 3180 }, { "epoch": 10.965408805031446, "grad_norm": 0.19123013317584991, "learning_rate": 8.218916133847685e-05, "loss": 0.0179, "step": 3487 }, { "epoch": 11.0, "eval_accuracy": 0.9125806451612903, "eval_loss": 0.04078555479645729, "eval_runtime": 5.4382, "eval_samples_per_second": 570.045, "eval_steps_per_second": 11.953, "step": 3498 }, { "epoch": 11.962264150943396, "grad_norm": 0.04665813222527504, "learning_rate": 4.782042888526468e-05, "loss": 0.0168, "step": 3804 }, { "epoch": 12.0, "eval_accuracy": 0.9141935483870968, "eval_loss": 0.039393454790115356, "eval_runtime": 5.4122, "eval_samples_per_second": 572.776, "eval_steps_per_second": 12.01, "step": 3816 }, { "epoch": 12.959119496855346, "grad_norm": 0.05185122787952423, "learning_rate": 2.1990004437934068e-05, "loss": 0.016, "step": 4121 }, { "epoch": 13.0, "eval_accuracy": 0.9141935483870968, "eval_loss": 0.038763027638196945, "eval_runtime": 5.3902, "eval_samples_per_second": 575.122, "eval_steps_per_second": 12.059, "step": 4134 }, { "epoch": 13.955974842767295, "grad_norm": 0.04909258708357811, "learning_rate": 5.819738341004267e-06, "loss": 0.0156, "step": 4438 }, { "epoch": 14.0, "eval_accuracy": 0.912258064516129, "eval_loss": 0.03870353475213051, "eval_runtime": 5.403, "eval_samples_per_second": 573.76, "eval_steps_per_second": 12.03, "step": 4452 }, { "epoch": 14.952830188679245, "grad_norm": 0.04776826128363609, "learning_rate": 1.1927168377902104e-08, "loss": 0.0153, "step": 4755 } ], "logging_steps": 317, "max_steps": 4770, "num_input_tokens_seen": 0, "num_train_epochs": 15, "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": 1236646073993904.0, "train_batch_size": 48, "trial_name": null, "trial_params": { "alpha": 0.6530130862589958, "learning_rate": 0.0004888272055421989, "lr_scheduler_type": "cosine", "num_train_epochs": 15, "temperature": 12.988061249662817, "weight_decay": 0.12001185240531148 } }