Update README.md

README.md

@@ -7,4 +7,10 @@ tags:
 - stable-diffusion-xl
 - image-to-image
 ---
-This is just a float16 copy of https://huggingface.co/destitech/controlnet-inpaint-dreamer-sdxl with the config file and filename to load it with diffusers.
+This is just a half precision copy of https://huggingface.co/destitech/controlnet-inpaint-dreamer-sdxl with the config file and correct filename to load it with diffusers.
+
+```py
+controlnet = ControlNetModel.from_pretrained(
+    "OzzyGT/controlnet-inpaint-dreamer-sdxl", torch_dtype=torch.float16, variant="fp16"
+)
+```