{ "best_metric": 0.7278010101558682, "best_model_checkpoint": ".\\output\\checkpoint-450", "epoch": 3.0, "eval_steps": 500, "global_step": 450, "is_hyper_param_search": false, "is_local_process_zero": true, "is_world_process_zero": true, "log_history": [ { "epoch": 0.07, "learning_rate": 6e-06, "loss": 1.8646, "step": 10 }, { "epoch": 0.13, "learning_rate": 1.2666666666666667e-05, "loss": 1.7999, "step": 20 }, { "epoch": 0.2, "learning_rate": 1.9333333333333333e-05, "loss": 1.6122, "step": 30 }, { "epoch": 0.27, "learning_rate": 2.6000000000000002e-05, "loss": 1.5558, "step": 40 }, { "epoch": 0.33, "learning_rate": 2.9703703703703707e-05, "loss": 1.4972, "step": 50 }, { "epoch": 0.4, "learning_rate": 2.8962962962962965e-05, "loss": 1.482, "step": 60 }, { "epoch": 0.47, "learning_rate": 2.8222222222222223e-05, "loss": 1.4642, "step": 70 }, { "epoch": 0.53, "learning_rate": 2.7481481481481482e-05, "loss": 1.4455, "step": 80 }, { "epoch": 0.6, "learning_rate": 2.6740740740740743e-05, "loss": 1.4228, "step": 90 }, { "epoch": 0.67, "learning_rate": 2.6000000000000002e-05, "loss": 1.4093, "step": 100 }, { "epoch": 0.73, "learning_rate": 2.525925925925926e-05, "loss": 1.3687, "step": 110 }, { "epoch": 0.8, "learning_rate": 2.451851851851852e-05, "loss": 1.4491, "step": 120 }, { "epoch": 0.87, "learning_rate": 2.377777777777778e-05, "loss": 1.4152, "step": 130 }, { "epoch": 0.93, "learning_rate": 2.303703703703704e-05, "loss": 1.4672, "step": 140 }, { "epoch": 1.0, "learning_rate": 2.2296296296296297e-05, "loss": 1.3758, "step": 150 }, { "epoch": 1.0, "eval_accuracy": 0.7276595744680852, "eval_loss": 1.2825729846954346, "eval_runtime": 14.8174, "eval_samples_per_second": 33.474, "eval_steps_per_second": 4.184, "step": 150 }, { "epoch": 1.07, "learning_rate": 2.155555555555556e-05, "loss": 1.372, "step": 160 }, { "epoch": 1.13, "learning_rate": 2.0814814814814817e-05, "loss": 1.4247, "step": 170 }, { "epoch": 1.2, "learning_rate": 2.0074074074074075e-05, "loss": 1.3985, "step": 180 }, { "epoch": 1.27, "learning_rate": 1.9333333333333333e-05, "loss": 1.3752, "step": 190 }, { "epoch": 1.33, "learning_rate": 1.8592592592592595e-05, "loss": 1.4129, "step": 200 }, { "epoch": 1.4, "learning_rate": 1.7851851851851853e-05, "loss": 1.3847, "step": 210 }, { "epoch": 1.47, "learning_rate": 1.7111111111111112e-05, "loss": 1.3855, "step": 220 }, { "epoch": 1.53, "learning_rate": 1.6370370370370374e-05, "loss": 1.3916, "step": 230 }, { "epoch": 1.6, "learning_rate": 1.5629629629629632e-05, "loss": 1.4184, "step": 240 }, { "epoch": 1.67, "learning_rate": 1.4888888888888888e-05, "loss": 1.3827, "step": 250 }, { "epoch": 1.73, "learning_rate": 1.4148148148148148e-05, "loss": 1.3742, "step": 260 }, { "epoch": 1.8, "learning_rate": 1.3407407407407408e-05, "loss": 1.4016, "step": 270 }, { "epoch": 1.87, "learning_rate": 1.2666666666666667e-05, "loss": 1.3888, "step": 280 }, { "epoch": 1.93, "learning_rate": 1.1925925925925927e-05, "loss": 1.3748, "step": 290 }, { "epoch": 2.0, "learning_rate": 1.1185185185185185e-05, "loss": 1.3763, "step": 300 }, { "epoch": 2.0, "eval_accuracy": 0.727228590694538, "eval_loss": 1.2746729850769043, "eval_runtime": 14.4425, "eval_samples_per_second": 34.343, "eval_steps_per_second": 4.293, "step": 300 }, { "epoch": 2.07, "learning_rate": 1.0444444444444445e-05, "loss": 1.3781, "step": 310 }, { "epoch": 2.13, "learning_rate": 9.703703703703703e-06, "loss": 1.4019, "step": 320 }, { "epoch": 2.2, "learning_rate": 8.962962962962963e-06, "loss": 1.3862, "step": 330 }, { "epoch": 2.27, "learning_rate": 8.222222222222222e-06, "loss": 1.3784, "step": 340 }, { "epoch": 2.33, "learning_rate": 7.481481481481482e-06, "loss": 1.3407, "step": 350 }, { "epoch": 2.4, "learning_rate": 6.740740740740741e-06, "loss": 1.3496, "step": 360 }, { "epoch": 2.47, "learning_rate": 6e-06, "loss": 1.3681, "step": 370 }, { "epoch": 2.53, "learning_rate": 5.25925925925926e-06, "loss": 1.3453, "step": 380 }, { "epoch": 2.6, "learning_rate": 4.518518518518519e-06, "loss": 1.3294, "step": 390 }, { "epoch": 2.67, "learning_rate": 3.7777777777777777e-06, "loss": 1.3361, "step": 400 }, { "epoch": 2.73, "learning_rate": 3.0370370370370372e-06, "loss": 1.3615, "step": 410 }, { "epoch": 2.8, "learning_rate": 2.2962962962962964e-06, "loss": 1.3104, "step": 420 }, { "epoch": 2.87, "learning_rate": 1.5555555555555556e-06, "loss": 1.3395, "step": 430 }, { "epoch": 2.93, "learning_rate": 8.148148148148149e-07, "loss": 1.3499, "step": 440 }, { "epoch": 3.0, "learning_rate": 7.407407407407407e-08, "loss": 1.3558, "step": 450 }, { "epoch": 3.0, "eval_accuracy": 0.7278010101558682, "eval_loss": 1.260701298713684, "eval_runtime": 14.198, "eval_samples_per_second": 34.935, "eval_steps_per_second": 4.367, "step": 450 }, { "epoch": 3.0, "step": 450, "total_flos": 3789443078682624.0, "train_loss": 1.4182749218410915, "train_runtime": 1171.1026, "train_samples_per_second": 12.291, "train_steps_per_second": 0.384 } ], "logging_steps": 10, "max_steps": 450, "num_train_epochs": 3, "save_steps": 100.0, "total_flos": 3789443078682624.0, "trial_name": null, "trial_params": null }