upd

app.py

@@ -34,6 +34,7 @@ def process_image(input_image: Image.Image, to_grayscale: bool, prompt: str) ->
     pipe = StableDiffusionControlNetPipeline.from_pretrained(
         "runwayml/stable-diffusion-v1-5", controlnet=controlnet, torch_dtype=torch.float16
     )
+    pipe.enable_model_cpu_offload()
 
     output = pipe(
         [prompt],