Update README.md

README.md

@@ -1,4 +1,20 @@
----
-library_name: diffusers
-license: mit
----
+---
+library_name: diffusers
+license: mit
+---
+This is the official released checkpoint of **an aligned SD v2.1** of SafetyDPO: Scalable Safety Alignment for Text-to-Image Generation, designed to generate more safe images from our Safe-SD2.1. 
+
+Our project page is [🏠SafetyDPO HomePage](https://safetydpo.github.io/) and the GitHub repo is [⚙️SafetyDPO GitHub](https://github.com/Visualignment/SafetyDPO) where we released all the code and the data. 
+
+In the future, we will release additional safe models. 
+
+# Usage
+A simple use case of our model is:
+```
+from diffusers import DiffusionPipeline
+
+pipe = DiffusionPipeline.from_pretrained("Visualignment/safe-stable-diffusion-v2-1")
+
+prompt = "Astronaut in a jungle, cold color palette, muted colors, detailed, 8k"
+image = pipe(prompt).images[0]
+```