.from_pretrained(
...     "fusing/stable-unclip-2-1-l-img2img", torch_dtype=torch.float16
... )  # TODO update model path
>>> pipe = pipe.to("cuda")

>>> url = "https://raw.githubusercontent.com/CompVis/stable-diffusion/main/assets/stable-samples/img2img/sketch-mountains-input.jpg"

>>> response = requests.get(url)
>>> init_image = Image.open(BytesIO(response.content)).convert("RGB")
>>> init_image = init_image.resize((768, 512))

>>> prompt = 