Update README.md

README.md

@@ -1,17 +1,21 @@
 ---
-title: ReFT-Golden-Gate-Bridge
-emoji: 🫠
-colorFrom: blue
-colorTo: red
+title: SDL-ReFT-ar1
+emoji: 🤔
+colorFrom: red
+colorTo: indigo
 sdk: gradio
-sdk_version: 4.26.0
+sdk_version: 5.13.1
 app_file: app.py
 pinned: false
 suggested_hardware: a10g-small
 ---
 
-Check out the configuration reference at https://huggingface.co/docs/hub/spaces-config-reference
+# What is model auto-steering?
 
-# ReFT-Golden-Gate-Bridge
+Instead of using our pretrained dictionaries, we use our [subspace generator](https://huggingface.co/pyvene/gemma-reft-2b-it-res-generator) to generate steering vector directly from any concept description in natural language. In this way, you are not bounded with the dictionary size.
 
-ReFT was introduced in [this paper](https://arxiv.org/abs/2404.03592).
+**This is our beta-version!**
+
+## Model auto-steering with supervised dictionary learning (SDL).
+
+This is a demo of model **auto-steering** with Supervised Dictionary Learning (SDL) using AxBench-ReFT-r1-16K which hosts steering vectors for 16K concepts.