{ "max_seq_len": 50, "epochs": 3, "batch_size": 32, "learning_rate": 2e-05, "patience": 1, "max_grad_norm": 10.0, "warmup_ratio": 0.1, "model_path": "/fs-computility/MA4Tool/shared/MA4Tool/hug_ckpts/BERT_ckpt", "num_labels": 2, "if_save_model": true, "out_dir": "run_1", "use_hybrid_augmentation": true, "sigma": 0.1, "alpha": 0.5, "gamma": 0.1, "evaluate_adversarial": true, "adversarial_types": [ "sarcasm", "negation", "polysemy" ] }