, torch_dtype=torch.float16, variation="fp16"
)
# Offload to CPU.
pipe.enable_model_cpu_offload()

url = "https://huggingface.co/datasets/hf-internal-testing/diffusers-images/resolve/main/stable_unclip/tarsila_do_amaral.png"
init_image = load_image(url)

images = pipe(init_image).images
images[0]
Further memory optimizations are possible by enabling VAE slicing on the pipeline: 


	Copied
from diffusers import StableUnCLIPImg2ImgPipeline
from d