{ "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": 0.7076742053031921, "learning_rate": 0.0002560077952502327, "loss": 0.1862, "step": 317 }, { "epoch": 1.0, "eval_accuracy": 0.8941935483870967, "eval_loss": 0.0539756715297699, "eval_runtime": 5.3793, "eval_samples_per_second": 576.28, "eval_steps_per_second": 12.083, "step": 318 }, { "epoch": 1.9937106918238994, "grad_norm": 0.1704549938440323, "learning_rate": 0.00023778312175049682, "loss": 0.0474, "step": 634 }, { "epoch": 2.0, "eval_accuracy": 0.9209677419354839, "eval_loss": 0.04036521539092064, "eval_runtime": 5.4418, "eval_samples_per_second": 569.666, "eval_steps_per_second": 11.945, "step": 636 }, { "epoch": 2.990566037735849, "grad_norm": 0.20852865278720856, "learning_rate": 0.000219558448250761, "loss": 0.0303, "step": 951 }, { "epoch": 3.0, "eval_accuracy": 0.9358064516129032, "eval_loss": 0.03348854184150696, "eval_runtime": 5.4145, "eval_samples_per_second": 572.536, "eval_steps_per_second": 12.005, "step": 954 }, { "epoch": 3.9874213836477987, "grad_norm": 0.28731900453567505, "learning_rate": 0.00020133377475102513, "loss": 0.0248, "step": 1268 }, { "epoch": 4.0, "eval_accuracy": 0.9316129032258065, "eval_loss": 0.032027412205934525, "eval_runtime": 5.4049, "eval_samples_per_second": 573.553, "eval_steps_per_second": 12.026, "step": 1272 }, { "epoch": 4.984276729559748, "grad_norm": 0.08666377514600754, "learning_rate": 0.00018310910125128927, "loss": 0.0225, "step": 1585 }, { "epoch": 5.0, "eval_accuracy": 0.9374193548387096, "eval_loss": 0.027690911665558815, "eval_runtime": 5.4267, "eval_samples_per_second": 571.248, "eval_steps_per_second": 11.978, "step": 1590 }, { "epoch": 5.981132075471698, "grad_norm": 0.09478049725294113, "learning_rate": 0.0001648844277515534, "loss": 0.0202, "step": 1902 }, { "epoch": 6.0, "eval_accuracy": 0.9409677419354838, "eval_loss": 0.02713106758892536, "eval_runtime": 5.4468, "eval_samples_per_second": 569.137, "eval_steps_per_second": 11.934, "step": 1908 }, { "epoch": 6.977987421383648, "grad_norm": 0.060874972492456436, "learning_rate": 0.00014665975425181757, "loss": 0.0183, "step": 2219 }, { "epoch": 7.0, "eval_accuracy": 0.94, "eval_loss": 0.02618584595620632, "eval_runtime": 5.3927, "eval_samples_per_second": 574.854, "eval_steps_per_second": 12.053, "step": 2226 }, { "epoch": 7.9748427672955975, "grad_norm": 0.06319313496351242, "learning_rate": 0.0001284350807520817, "loss": 0.0171, "step": 2536 }, { "epoch": 8.0, "eval_accuracy": 0.9406451612903226, "eval_loss": 0.02482638880610466, "eval_runtime": 5.3996, "eval_samples_per_second": 574.119, "eval_steps_per_second": 12.038, "step": 2544 }, { "epoch": 8.971698113207546, "grad_norm": 0.08764627575874329, "learning_rate": 0.00011021040725234585, "loss": 0.0162, "step": 2853 }, { "epoch": 9.0, "eval_accuracy": 0.9425806451612904, "eval_loss": 0.024511994794011116, "eval_runtime": 5.4361, "eval_samples_per_second": 570.265, "eval_steps_per_second": 11.957, "step": 2862 }, { "epoch": 9.968553459119496, "grad_norm": 0.05495918542146683, "learning_rate": 9.198573375261e-05, "loss": 0.0157, "step": 3170 }, { "epoch": 10.0, "eval_accuracy": 0.947741935483871, "eval_loss": 0.02288609929382801, "eval_runtime": 5.4756, "eval_samples_per_second": 566.152, "eval_steps_per_second": 11.871, "step": 3180 }, { "epoch": 10.965408805031446, "grad_norm": 0.07047451287508011, "learning_rate": 7.376106025287414e-05, "loss": 0.0145, "step": 3487 }, { "epoch": 11.0, "eval_accuracy": 0.9454838709677419, "eval_loss": 0.022273289039731026, "eval_runtime": 5.434, "eval_samples_per_second": 570.487, "eval_steps_per_second": 11.962, "step": 3498 }, { "epoch": 11.962264150943396, "grad_norm": 0.04967096447944641, "learning_rate": 5.553638675313829e-05, "loss": 0.0138, "step": 3804 }, { "epoch": 12.0, "eval_accuracy": 0.9451612903225807, "eval_loss": 0.02146817557513714, "eval_runtime": 5.4207, "eval_samples_per_second": 571.884, "eval_steps_per_second": 11.991, "step": 3816 }, { "epoch": 12.959119496855346, "grad_norm": 0.05987446755170822, "learning_rate": 3.731171325340243e-05, "loss": 0.0133, "step": 4121 }, { "epoch": 13.0, "eval_accuracy": 0.9483870967741935, "eval_loss": 0.020876701921224594, "eval_runtime": 5.4416, "eval_samples_per_second": 569.687, "eval_steps_per_second": 11.945, "step": 4134 }, { "epoch": 13.955974842767295, "grad_norm": 0.04805705323815346, "learning_rate": 1.9087039753666574e-05, "loss": 0.0128, "step": 4438 }, { "epoch": 14.0, "eval_accuracy": 0.9474193548387096, "eval_loss": 0.02010694146156311, "eval_runtime": 5.4483, "eval_samples_per_second": 568.99, "eval_steps_per_second": 11.93, "step": 4452 }, { "epoch": 14.952830188679245, "grad_norm": 0.0513463132083416, "learning_rate": 8.623662539307187e-07, "loss": 0.0124, "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": 0.2421834167342251, "learning_rate": 0.00027423246874996854, "lr_scheduler_type": "linear", "num_train_epochs": 15, "temperature": 8.720536143796046, "weight_decay": 0.0693510968632614 } }