{ "best_metric": 1.0837221145629883, "best_model_checkpoint": "/kaggle/output/checkpoint-16000", "epoch": 0.651890482398957, "eval_steps": 1000, "global_step": 16000, "is_hyper_param_search": false, "is_local_process_zero": true, "is_world_process_zero": true, "log_history": [ { "epoch": 0.0, "learning_rate": 2.7777777777777777e-11, "loss": 1.1506, "step": 1 }, { "epoch": 0.04, "learning_rate": 2.7750000000000004e-08, "loss": 1.1326, "step": 1000 }, { "epoch": 0.04, "eval_accuracy": 0.3331337325349301, "eval_loss": 1.1057127714157104, "eval_runtime": 61.3538, "eval_samples_per_second": 81.657, "eval_steps_per_second": 10.219, "step": 1000 }, { "epoch": 0.08, "learning_rate": 5.5527777777777784e-08, "loss": 1.1238, "step": 2000 }, { "epoch": 0.08, "eval_accuracy": 0.33812375249501, "eval_loss": 1.1044437885284424, "eval_runtime": 61.256, "eval_samples_per_second": 81.788, "eval_steps_per_second": 10.236, "step": 2000 }, { "epoch": 0.12, "learning_rate": 8.327777777777778e-08, "loss": 1.1251, "step": 3000 }, { "epoch": 0.12, "eval_accuracy": 0.3407185628742515, "eval_loss": 1.1043975353240967, "eval_runtime": 61.2433, "eval_samples_per_second": 81.805, "eval_steps_per_second": 10.238, "step": 3000 }, { "epoch": 0.16, "learning_rate": 1.1105555555555557e-07, "loss": 1.1205, "step": 4000 }, { "epoch": 0.16, "eval_accuracy": 0.3387225548902196, "eval_loss": 1.100860357284546, "eval_runtime": 61.4457, "eval_samples_per_second": 81.535, "eval_steps_per_second": 10.204, "step": 4000 }, { "epoch": 0.2, "learning_rate": 1.3880555555555558e-07, "loss": 1.1192, "step": 5000 }, { "epoch": 0.2, "eval_accuracy": 0.34151696606786425, "eval_loss": 1.1005476713180542, "eval_runtime": 61.2568, "eval_samples_per_second": 81.787, "eval_steps_per_second": 10.236, "step": 5000 }, { "epoch": 0.24, "learning_rate": 1.6658333333333335e-07, "loss": 1.1145, "step": 6000 }, { "epoch": 0.24, "eval_accuracy": 0.3508982035928144, "eval_loss": 1.0979759693145752, "eval_runtime": 61.2221, "eval_samples_per_second": 81.833, "eval_steps_per_second": 10.241, "step": 6000 }, { "epoch": 0.29, "learning_rate": 1.9433333333333334e-07, "loss": 1.1164, "step": 7000 }, { "epoch": 0.29, "eval_accuracy": 0.35508982035928144, "eval_loss": 1.0955135822296143, "eval_runtime": 61.255, "eval_samples_per_second": 81.789, "eval_steps_per_second": 10.236, "step": 7000 }, { "epoch": 0.33, "learning_rate": 2.2211111111111114e-07, "loss": 1.1091, "step": 8000 }, { "epoch": 0.33, "eval_accuracy": 0.36147704590818364, "eval_loss": 1.0946425199508667, "eval_runtime": 61.3011, "eval_samples_per_second": 81.728, "eval_steps_per_second": 10.228, "step": 8000 }, { "epoch": 0.37, "learning_rate": 2.4986111111111113e-07, "loss": 1.107, "step": 9000 }, { "epoch": 0.37, "eval_accuracy": 0.3471057884231537, "eval_loss": 1.10226309299469, "eval_runtime": 61.3193, "eval_samples_per_second": 81.703, "eval_steps_per_second": 10.225, "step": 9000 }, { "epoch": 0.41, "learning_rate": 2.776388888888889e-07, "loss": 1.1055, "step": 10000 }, { "epoch": 0.41, "eval_accuracy": 0.3774451097804391, "eval_loss": 1.0922847986221313, "eval_runtime": 61.1866, "eval_samples_per_second": 81.881, "eval_steps_per_second": 10.247, "step": 10000 }, { "epoch": 0.45, "learning_rate": 3.0541666666666667e-07, "loss": 1.1028, "step": 11000 }, { "epoch": 0.45, "eval_accuracy": 0.37425149700598803, "eval_loss": 1.0914534330368042, "eval_runtime": 61.341, "eval_samples_per_second": 81.675, "eval_steps_per_second": 10.222, "step": 11000 }, { "epoch": 0.49, "learning_rate": 3.3319444444444444e-07, "loss": 1.1024, "step": 12000 }, { "epoch": 0.49, "eval_accuracy": 0.3872255489021956, "eval_loss": 1.0888582468032837, "eval_runtime": 61.4245, "eval_samples_per_second": 81.564, "eval_steps_per_second": 10.208, "step": 12000 }, { "epoch": 0.53, "learning_rate": 3.6094444444444446e-07, "loss": 1.1015, "step": 13000 }, { "epoch": 0.53, "eval_accuracy": 0.3397205588822355, "eval_loss": 1.096097707748413, "eval_runtime": 61.3257, "eval_samples_per_second": 81.695, "eval_steps_per_second": 10.224, "step": 13000 }, { "epoch": 0.57, "learning_rate": 3.8872222222222223e-07, "loss": 1.1, "step": 14000 }, { "epoch": 0.57, "eval_accuracy": 0.36387225548902197, "eval_loss": 1.0940359830856323, "eval_runtime": 61.2945, "eval_samples_per_second": 81.737, "eval_steps_per_second": 10.229, "step": 14000 }, { "epoch": 0.61, "learning_rate": 4.1650000000000006e-07, "loss": 1.0997, "step": 15000 }, { "epoch": 0.61, "eval_accuracy": 0.38602794411177643, "eval_loss": 1.0880299806594849, "eval_runtime": 61.2546, "eval_samples_per_second": 81.79, "eval_steps_per_second": 10.236, "step": 15000 }, { "epoch": 0.65, "learning_rate": 4.4425e-07, "loss": 1.0987, "step": 16000 }, { "epoch": 0.65, "eval_accuracy": 0.38962075848303396, "eval_loss": 1.0837221145629883, "eval_runtime": 61.1947, "eval_samples_per_second": 81.87, "eval_steps_per_second": 10.246, "step": 16000 } ], "logging_steps": 1000, "max_steps": 10000000, "num_train_epochs": 408, "save_steps": 1000, "total_flos": 3.3445682085888e+16, "trial_name": null, "trial_params": null }