{ "best_metric": 0.9461009174311926, "best_model_checkpoint": "./electra-base-discriminator/fine_tuned_models/checkpoint-8420", "epoch": 10.0, "global_step": 21050, "is_hyper_param_search": false, "is_local_process_zero": true, "is_world_process_zero": true, "log_history": [ { "epoch": 1.0, "learning_rate": 1.8398562688161604e-05, "loss": 0.2346, "step": 2105 }, { "epoch": 1.0, "eval_accuracy": 0.9426605504587156, "eval_loss": 0.21175895631313324, "eval_runtime": 2.2043, "eval_samples_per_second": 395.593, "eval_steps_per_second": 49.449, "step": 2105 }, { "epoch": 2.0, "learning_rate": 1.6354277945032536e-05, "loss": 0.1204, "step": 4210 }, { "epoch": 2.0, "eval_accuracy": 0.9438073394495413, "eval_loss": 0.19780370593070984, "eval_runtime": 2.1909, "eval_samples_per_second": 398.006, "eval_steps_per_second": 49.751, "step": 4210 }, { "epoch": 3.0, "learning_rate": 1.4309993201903469e-05, "loss": 0.0893, "step": 6315 }, { "epoch": 3.0, "eval_accuracy": 0.9415137614678899, "eval_loss": 0.2090323567390442, "eval_runtime": 2.2098, "eval_samples_per_second": 394.601, "eval_steps_per_second": 49.325, "step": 6315 }, { "epoch": 4.0, "learning_rate": 1.2265708458774402e-05, "loss": 0.0708, "step": 8420 }, { "epoch": 4.0, "eval_accuracy": 0.9461009174311926, "eval_loss": 0.22068844735622406, "eval_runtime": 2.1815, "eval_samples_per_second": 399.725, "eval_steps_per_second": 49.966, "step": 8420 }, { "epoch": 5.0, "learning_rate": 1.0221423715645335e-05, "loss": 0.0539, "step": 10525 }, { "epoch": 5.0, "eval_accuracy": 0.9461009174311926, "eval_loss": 0.21388141810894012, "eval_runtime": 2.1881, "eval_samples_per_second": 398.521, "eval_steps_per_second": 49.815, "step": 10525 }, { "epoch": 6.0, "learning_rate": 8.177138972516268e-06, "loss": 0.0424, "step": 12630 }, { "epoch": 6.0, "eval_accuracy": 0.9438073394495413, "eval_loss": 0.23279055953025818, "eval_runtime": 2.1898, "eval_samples_per_second": 398.209, "eval_steps_per_second": 49.776, "step": 12630 }, { "epoch": 7.0, "learning_rate": 6.132854229387201e-06, "loss": 0.0316, "step": 14735 }, { "epoch": 7.0, "eval_accuracy": 0.9392201834862385, "eval_loss": 0.27414366602897644, "eval_runtime": 2.1831, "eval_samples_per_second": 399.423, "eval_steps_per_second": 49.928, "step": 14735 }, { "epoch": 8.0, "learning_rate": 4.088569486258134e-06, "loss": 0.0259, "step": 16840 }, { "epoch": 8.0, "eval_accuracy": 0.9369266055045872, "eval_loss": 0.3532903790473938, "eval_runtime": 2.1863, "eval_samples_per_second": 398.847, "eval_steps_per_second": 49.856, "step": 16840 }, { "epoch": 9.0, "learning_rate": 2.044284743129067e-06, "loss": 0.0184, "step": 18945 }, { "epoch": 9.0, "eval_accuracy": 0.9369266055045872, "eval_loss": 0.3735915720462799, "eval_runtime": 2.1998, "eval_samples_per_second": 396.399, "eval_steps_per_second": 49.55, "step": 18945 }, { "epoch": 10.0, "learning_rate": 0.0, "loss": 0.0137, "step": 21050 }, { "epoch": 10.0, "eval_accuracy": 0.9357798165137615, "eval_loss": 0.39657318592071533, "eval_runtime": 2.1994, "eval_samples_per_second": 396.467, "eval_steps_per_second": 49.558, "step": 21050 }, { "epoch": 10.0, "step": 21050, "total_flos": 2.831471218376448e+16, "train_loss": 0.07010283381808682, "train_runtime": 4415.7756, "train_samples_per_second": 152.519, "train_steps_per_second": 4.767 } ], "max_steps": 21050, "num_train_epochs": 10, "total_flos": 2.831471218376448e+16, "trial_name": null, "trial_params": null }