{ "model_type": "sbert_cwl_l2", "base_model": "bert-base-uncased", "train_split": "train_10", "lambda_consistency": 0.1, "augmentations": [ "back_translation", "aeda" ], "cwl_selection": "argmax_l2_distance", "augmented_dataset": "SurAyush/stsb_augmented_splits", "original_dataset": "SurAyush/stsb_splits", "pooling": "mean", "val_spearman": 0.8249, "test_spearman": 0.7734, "baseline_bert": 0.4729, "sbert_no_reg": 0.7441, "delta_vs_bert": 0.3005, "delta_vs_sbert": 0.0293, "lr": 2e-05, "batch_size": 16, "early_stop_patience": 2 }