Update README.md

README.md

@@ -19,15 +19,15 @@ By organizing Core ML models in one place, it will be easier to find them and fo
 
 ## Base Model Types
 
-Model files with `split_einsum` in the file name are compatible with all compute units.
+Model files with `split-einsum` in the file name are compatible with all compute units.
 
 Model files with `original` in the file name are only compatible with CPU & GPU.
 
 Model files with a `no-i2i` suffix in the file name only work for Text2Image.
 
-Models with a `cn` suffix in the file name (or in their repo name) will work for Text2Image, Image2Image and ControlNet.
+Models with a `_cn` suffix in the file name (or in their repo name) will work for Text2Image, Image2Image and ControlNet.
 
-Model files with neither a `no-i2i` nor a `cn` suffix in the file name will work for Text2Image and Image2Image.
+Model files with neither a `no-i2i` nor a `_cn` suffix in the file name will work for Text2Image and Image2Image, but not ControlNet.
 
 **Other Model Types**