sbert_cwl_split_20_lambda_0_5/training_meta.json

{
  "model_type": "sbert_cwl_l2",
  "base_model": "bert-base-uncased",
  "train_split": "train_20",
  "lambda_consistency": 0.5,
  "augmentations": [
    "back_translation",
    "aeda"
  ],
  "cwl_selection": "argmax_l2_distance",
  "augmented_dataset": "SurAyush/stsb_augmented_splits",
  "original_dataset": "SurAyush/stsb_splits",
  "pooling": "mean",
  "val_spearman": 0.8372,
  "test_spearman": 0.7874,
  "baseline_bert": 0.4729,
  "sbert_no_reg": 0.7441,
  "delta_vs_bert": 0.3145,
  "delta_vs_sbert": 0.0433,
  "lr": 2e-05,
  "batch_size": 16,
  "early_stop_patience": 2
}