Update README.md

README.md

@@ -6,6 +6,7 @@ license: apache-2.0
 
 
 <img src="./images/image_demo.jpg" width = "800" />
+<img src="./images/image_demo_weight.png" width = "800" />
 
 
 Diffusers version: until the next Diffusers pypi release, 
@@ -42,7 +43,4 @@ image.save("image.jpg")
 
 ## Limitation
 The current weights are trained on 512x512, but inference can still be performed on non-512 sizes. 
-The latest 1024 + multi-scale model is under training, and it will be synchronized and open-sourced on HF afterwards.
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+The latest 1024 + multi-scale model is under training, and it will be synchronized and open-sourced on HF afterwards.