{ "best_metric": 0.9380733944954128, "best_model_checkpoint": "./electra-base-discriminator/fine_tuned_models/checkpoint-14735", "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": 0.2696, "step": 2105 }, { "epoch": 1.0, "eval_accuracy": 0.9334862385321101, "eval_loss": 0.20129133760929108, "eval_runtime": 2.0684, "eval_samples_per_second": 421.585, "eval_steps_per_second": 52.698, "step": 2105 }, { "epoch": 2.0, "learning_rate": 1.6354277945032536e-05, "loss": 0.1453, "step": 4210 }, { "epoch": 2.0, "eval_accuracy": 0.9369266055045872, "eval_loss": 0.23204709589481354, "eval_runtime": 2.4051, "eval_samples_per_second": 362.559, "eval_steps_per_second": 45.32, "step": 4210 }, { "epoch": 3.0, "learning_rate": 1.4309993201903469e-05, "loss": 0.1135, "step": 6315 }, { "epoch": 3.0, "eval_accuracy": 0.930045871559633, "eval_loss": 0.2923499047756195, "eval_runtime": 2.4212, "eval_samples_per_second": 360.148, "eval_steps_per_second": 45.018, "step": 6315 }, { "epoch": 4.0, "learning_rate": 1.2265708458774402e-05, "loss": 0.0906, "step": 8420 }, { "epoch": 4.0, "eval_accuracy": 0.9346330275229358, "eval_loss": 0.32609012722969055, "eval_runtime": 1.9468, "eval_samples_per_second": 447.926, "eval_steps_per_second": 55.991, "step": 8420 }, { "epoch": 5.0, "learning_rate": 1.0221423715645335e-05, "loss": 0.072, "step": 10525 }, { "epoch": 5.0, "eval_accuracy": 0.9288990825688074, "eval_loss": 0.3121407628059387, "eval_runtime": 2.1923, "eval_samples_per_second": 397.751, "eval_steps_per_second": 49.719, "step": 10525 }, { "epoch": 6.0, "learning_rate": 8.177138972516268e-06, "loss": 0.0583, "step": 12630 }, { "epoch": 6.0, "eval_accuracy": 0.9311926605504587, "eval_loss": 0.28844115138053894, "eval_runtime": 2.3738, "eval_samples_per_second": 367.343, "eval_steps_per_second": 45.918, "step": 12630 }, { "epoch": 7.0, "learning_rate": 6.132854229387201e-06, "loss": 0.0484, "step": 14735 }, { "epoch": 7.0, "eval_accuracy": 0.9380733944954128, "eval_loss": 0.32522284984588623, "eval_runtime": 2.2471, "eval_samples_per_second": 388.052, "eval_steps_per_second": 48.506, "step": 14735 }, { "epoch": 8.0, "learning_rate": 4.088569486258134e-06, "loss": 0.0385, "step": 16840 }, { "epoch": 8.0, "eval_accuracy": 0.9334862385321101, "eval_loss": 0.38597530126571655, "eval_runtime": 2.1627, "eval_samples_per_second": 403.202, "eval_steps_per_second": 50.4, "step": 16840 }, { "epoch": 9.0, "learning_rate": 2.044284743129067e-06, "loss": 0.0308, "step": 18945 }, { "epoch": 9.0, "eval_accuracy": 0.9288990825688074, "eval_loss": 0.4163713753223419, "eval_runtime": 2.2597, "eval_samples_per_second": 385.896, "eval_steps_per_second": 48.237, "step": 18945 }, { "epoch": 10.0, "learning_rate": 0.0, "loss": 0.0245, "step": 21050 }, { "epoch": 10.0, "eval_accuracy": 0.926605504587156, "eval_loss": 0.4771242141723633, "eval_runtime": 2.1728, "eval_samples_per_second": 401.329, "eval_steps_per_second": 50.166, "step": 21050 }, { "epoch": 10.0, "step": 21050, "total_flos": 3.033885148659456e+16, "train_loss": 0.08915798015096126, "train_runtime": 3440.211, "train_samples_per_second": 195.77, "train_steps_per_second": 6.119 } ], "max_steps": 21050, "num_train_epochs": 10, "total_flos": 3.033885148659456e+16, "trial_name": null, "trial_params": null }