Update README.md

README.md

@@ -17,3 +17,7 @@ configs:
   - split: train
     path: data/train-*
 ---
+
+This is a sample cache dataset for caching the image activations for interpreting the visual features in the sae. It is being curated using the following [script](https://github.com/EvolvingLMMs-Lab/multimodal-sae/blob/main/tools/prepare_cache_dataset.py)
+
+We select these data to curate a relatively small size but more diverse cache dataset to interpret the features. For more information, you can refer to the [GitHub](https://github.com/EvolvingLMMs-Lab/multimodal-sae/tree/main)