Update README.md

README.md

@@ -37,7 +37,7 @@ language:
 ---
 # Material Synthesis With SDXL
 
-
+NOTE: The Inference API uses the 3D model by default, so if you want to generate 2D textures you may want to clone to a space or run the model yourself.
 
 ## Model description 
 
@@ -64,6 +64,5 @@ To represent different texture types, the model uses a two-token system for the
 
 `metalmap` - metallic texture
 
-
 Here are some examples of the 3D model in action (although you may want to use the base if you just want top-down textures)
 <Gallery />