Add pipeline tag and paper link

README.md

@@ -1,15 +1,18 @@
 ---
 license: apache-2.0
+pipeline_tag: other
 tags:
-  - sparse-autoencoder
-  - interpretability
-  - multimodal
-  - paligemma2
-  - llava
+- sparse-autoencoder
+- interpretability
+- multimodal
+- paligemma2
+- llava
 ---
 
 # MMDiff — Multimodal SAE checkpoints
 
+This repository contains the SAE checkpoints used in the paper [Multimodal Model Diffing for Feature Discovery and Control](https://huggingface.co/papers/2608.09928).
+
 Text-only-masked SAEs trained on the residual streams of multimodal LLMs, used by the
 **MMDiff** multimodal model-diffing pipeline (code:
 [hunarbatra/MMDiff](https://github.com/hunarbatra/MMDiff), project page:
@@ -48,4 +51,4 @@ state = torch.load(p, map_location="cpu")
 ```
 
 See the [MMDiff repo](https://github.com/hunarbatra/MMDiff) for the full pipeline
-(training, adapted-feature selection, task-specific discovery, ablation, steering).
+(training, adapted-feature selection, task-specific discovery, ablation, steering).