Update README.md

README.md

@@ -1,21 +1,17 @@
 ---
-title: SDL-ReFT-ar1
-emoji: 🤔
-colorFrom: red
-colorTo: indigo
+title: Reft-Golden-Gate-Bridge-Llama-3
+emoji: 🫠
+colorFrom: blue
+colorTo: red
 sdk: gradio
-sdk_version: 5.13.1
+sdk_version: 4.26.0
 app_file: app.py
 pinned: false
 suggested_hardware: a10g-small
 ---
 
-# What is model auto-steering?
+Check out the configuration reference at https://huggingface.co/docs/hub/spaces-config-reference
 
-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-Golden-Gate-Bridge-Llama-3
 
-**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.
+ReFT was introduced in [this paper](https://arxiv.org/abs/2404.03592).