{ "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": 0.1561, "step": 500 }, { "epoch": 0.98, "learning_rate": 1.8694090760692135e-05, "loss": 0.1369, "step": 1000 }, { "epoch": 1.0, "eval_accuracy": 0.9633558392524719, "eval_loss": 0.11954528838396072, "eval_runtime": 3.6034, "eval_samples_per_second": 2590.036, "eval_steps_per_second": 81.034, "step": 1021 }, { "epoch": 1.47, "learning_rate": 1.80411361410382e-05, "loss": 0.0974, "step": 1500 }, { "epoch": 1.96, "learning_rate": 1.7388181521384265e-05, "loss": 0.1035, "step": 2000 }, { "epoch": 2.0, "eval_accuracy": 0.9667845368385315, "eval_loss": 0.12783248722553253, "eval_runtime": 3.6648, "eval_samples_per_second": 2546.636, "eval_steps_per_second": 79.676, "step": 2042 }, { "epoch": 2.45, "learning_rate": 1.673522690173033e-05, "loss": 0.0744, "step": 2500 }, { "epoch": 2.94, "learning_rate": 1.6082272282076395e-05, "loss": 0.0734, "step": 3000 }, { "epoch": 3.0, "eval_accuracy": 0.9661416411399841, "eval_loss": 0.11725891381502151, "eval_runtime": 3.8091, "eval_samples_per_second": 2450.154, "eval_steps_per_second": 76.658, "step": 3063 }, { "epoch": 3.43, "learning_rate": 1.5429317662422463e-05, "loss": 0.0586, "step": 3500 }, { "epoch": 3.92, "learning_rate": 1.4776363042768528e-05, "loss": 0.0448, "step": 4000 }, { "epoch": 4.0, "eval_accuracy": 0.9683917164802551, "eval_loss": 0.16057069599628448, "eval_runtime": 3.7958, "eval_samples_per_second": 2458.759, "eval_steps_per_second": 76.927, "step": 4084 }, { "epoch": 4.41, "learning_rate": 1.4123408423114595e-05, "loss": 0.031, "step": 4500 }, { "epoch": 4.9, "learning_rate": 1.3470453803460662e-05, "loss": 0.0321, "step": 5000 }, { "epoch": 5.0, "eval_accuracy": 0.9644272923469543, "eval_loss": 0.16097016632556915, "eval_runtime": 3.8317, "eval_samples_per_second": 2435.729, "eval_steps_per_second": 76.206, "step": 5105 }, { "epoch": 5.39, "learning_rate": 1.2817499183806728e-05, "loss": 0.0183, "step": 5500 }, { "epoch": 5.88, "learning_rate": 1.2164544564152792e-05, "loss": 0.0163, "step": 6000 }, { "epoch": 6.0, "eval_accuracy": 0.9695703387260437, "eval_loss": 0.21039049327373505, "eval_runtime": 3.8392, "eval_samples_per_second": 2430.966, "eval_steps_per_second": 76.057, "step": 6126 }, { "epoch": 6.37, "learning_rate": 1.1511589944498858e-05, "loss": 0.0123, "step": 6500 }, { "epoch": 6.86, "learning_rate": 1.0858635324844923e-05, "loss": 0.0107, "step": 7000 }, { "epoch": 7.0, "eval_accuracy": 0.9709632396697998, "eval_loss": 0.2211793214082718, "eval_runtime": 3.818, "eval_samples_per_second": 2444.447, "eval_steps_per_second": 76.479, "step": 7147 }, { "epoch": 7.35, "learning_rate": 1.020568070519099e-05, "loss": 0.009, "step": 7500 }, { "epoch": 7.84, "learning_rate": 9.552726085537057e-06, "loss": 0.005, "step": 8000 }, { "epoch": 8.0, "eval_accuracy": 0.9671059846878052, "eval_loss": 0.26634445786476135, "eval_runtime": 3.8057, "eval_samples_per_second": 2452.35, "eval_steps_per_second": 76.726, "step": 8168 }, { "epoch": 8.33, "learning_rate": 8.899771465883122e-06, "loss": 0.0047, "step": 8500 }, { "epoch": 8.81, "learning_rate": 8.246816846229188e-06, "loss": 0.0068, "step": 9000 }, { "epoch": 9.0, "eval_accuracy": 0.96924889087677, "eval_loss": 0.2791275084018707, "eval_runtime": 3.6479, "eval_samples_per_second": 2558.477, "eval_steps_per_second": 80.047, "step": 9189 }, { "epoch": 9.3, "learning_rate": 7.593862226575253e-06, "loss": 0.0041, "step": 9500 }, { "epoch": 9.79, "learning_rate": 6.94090760692132e-06, "loss": 0.0042, "step": 10000 }, { "epoch": 10.0, "eval_accuracy": 0.9676417112350464, "eval_loss": 0.2793237268924713, "eval_runtime": 3.6466, "eval_samples_per_second": 2559.346, "eval_steps_per_second": 80.074, "step": 10210 }, { "epoch": 10.28, "learning_rate": 6.287952987267385e-06, "loss": 0.0028, "step": 10500 }, { "epoch": 10.77, "learning_rate": 5.634998367613451e-06, "loss": 0.0035, "step": 11000 }, { "epoch": 11.0, "eval_accuracy": 0.9691417813301086, "eval_loss": 0.28977808356285095, "eval_runtime": 3.6274, "eval_samples_per_second": 2572.927, "eval_steps_per_second": 80.499, "step": 11231 } ], "max_steps": 15315, "num_train_epochs": 15, "total_flos": 2.363421365580595e+16, "trial_name": null, "trial_params": null }