{ "best_metric": null, "best_model_checkpoint": null, "epoch": 11.0, "global_step": 11231, "is_hyper_param_search": false, "is_local_process_zero": true, "is_world_process_zero": true, "log_history": [ { "epoch": 0.49, "learning_rate": 1.9347045380346067e-05, "loss": 0.1628, "step": 500 }, { "epoch": 0.98, "learning_rate": 1.8694090760692135e-05, "loss": 0.1424, "step": 1000 }, { "epoch": 1.0, "eval_accuracy": 0.9604628682136536, "eval_loss": 0.13337615132331848, "eval_runtime": 3.606, "eval_samples_per_second": 2588.168, "eval_steps_per_second": 80.976, "step": 1021 }, { "epoch": 1.47, "learning_rate": 1.80411361410382e-05, "loss": 0.1054, "step": 1500 }, { "epoch": 1.96, "learning_rate": 1.7388181521384265e-05, "loss": 0.1097, "step": 2000 }, { "epoch": 2.0, "eval_accuracy": 0.9652844667434692, "eval_loss": 0.11623150110244751, "eval_runtime": 3.5866, "eval_samples_per_second": 2602.181, "eval_steps_per_second": 81.414, "step": 2042 }, { "epoch": 2.45, "learning_rate": 1.673522690173033e-05, "loss": 0.0804, "step": 2500 }, { "epoch": 2.94, "learning_rate": 1.6082272282076395e-05, "loss": 0.0755, "step": 3000 }, { "epoch": 3.0, "eval_accuracy": 0.9673202633857727, "eval_loss": 0.1282455027103424, "eval_runtime": 3.6184, "eval_samples_per_second": 2579.339, "eval_steps_per_second": 80.699, "step": 3063 }, { "epoch": 3.43, "learning_rate": 1.5429317662422463e-05, "loss": 0.0591, "step": 3500 }, { "epoch": 3.92, "learning_rate": 1.4776363042768528e-05, "loss": 0.0494, "step": 4000 }, { "epoch": 4.0, "eval_accuracy": 0.9676417112350464, "eval_loss": 0.14640793204307556, "eval_runtime": 3.593, "eval_samples_per_second": 2597.544, "eval_steps_per_second": 81.269, "step": 4084 }, { "epoch": 4.41, "learning_rate": 1.4123408423114595e-05, "loss": 0.0328, "step": 4500 }, { "epoch": 4.9, "learning_rate": 1.3470453803460662e-05, "loss": 0.0353, "step": 5000 }, { "epoch": 5.0, "eval_accuracy": 0.9633558392524719, "eval_loss": 0.19047445058822632, "eval_runtime": 3.6111, "eval_samples_per_second": 2584.563, "eval_steps_per_second": 80.863, "step": 5105 }, { "epoch": 5.39, "learning_rate": 1.2817499183806728e-05, "loss": 0.0209, "step": 5500 }, { "epoch": 5.88, "learning_rate": 1.2164544564152792e-05, "loss": 0.0182, "step": 6000 }, { "epoch": 6.0, "eval_accuracy": 0.968820333480835, "eval_loss": 0.20608273148536682, "eval_runtime": 3.6122, "eval_samples_per_second": 2583.731, "eval_steps_per_second": 80.837, "step": 6126 }, { "epoch": 6.37, "learning_rate": 1.1511589944498858e-05, "loss": 0.0144, "step": 6500 }, { "epoch": 6.86, "learning_rate": 1.0858635324844923e-05, "loss": 0.0126, "step": 7000 }, { "epoch": 7.0, "eval_accuracy": 0.9689274430274963, "eval_loss": 0.24051280319690704, "eval_runtime": 3.603, "eval_samples_per_second": 2590.356, "eval_steps_per_second": 81.044, "step": 7147 }, { "epoch": 7.35, "learning_rate": 1.020568070519099e-05, "loss": 0.0086, "step": 7500 }, { "epoch": 7.84, "learning_rate": 9.552726085537057e-06, "loss": 0.0087, "step": 8000 }, { "epoch": 8.0, "eval_accuracy": 0.9695703387260437, "eval_loss": 0.259203165769577, "eval_runtime": 3.6023, "eval_samples_per_second": 2590.86, "eval_steps_per_second": 81.06, "step": 8168 }, { "epoch": 8.33, "learning_rate": 8.899771465883122e-06, "loss": 0.0056, "step": 8500 }, { "epoch": 8.81, "learning_rate": 8.246816846229188e-06, "loss": 0.0068, "step": 9000 }, { "epoch": 9.0, "eval_accuracy": 0.9706417918205261, "eval_loss": 0.2531001567840576, "eval_runtime": 3.6041, "eval_samples_per_second": 2589.528, "eval_steps_per_second": 81.018, "step": 9189 }, { "epoch": 9.3, "learning_rate": 7.593862226575253e-06, "loss": 0.0041, "step": 9500 }, { "epoch": 9.79, "learning_rate": 6.94090760692132e-06, "loss": 0.0034, "step": 10000 }, { "epoch": 10.0, "eval_accuracy": 0.9699989557266235, "eval_loss": 0.281872034072876, "eval_runtime": 3.597, "eval_samples_per_second": 2594.647, "eval_steps_per_second": 81.178, "step": 10210 }, { "epoch": 10.28, "learning_rate": 6.287952987267385e-06, "loss": 0.0034, "step": 10500 }, { "epoch": 10.77, "learning_rate": 5.634998367613451e-06, "loss": 0.0032, "step": 11000 }, { "epoch": 11.0, "eval_accuracy": 0.9728918671607971, "eval_loss": 0.27420875430107117, "eval_runtime": 3.6954, "eval_samples_per_second": 2525.56, "eval_steps_per_second": 79.017, "step": 11231 } ], "max_steps": 15315, "num_train_epochs": 15, "total_flos": 2.363421365580595e+16, "trial_name": null, "trial_params": null }