pipeline = Kandinsky3Img2ImgPipeline.from_pretrained("kandinsky-community/kandinsky-3", variant="fp16", torch_dtype=torch.float16)
pipeline.enable_model_cpu_offload()
```  
</hfoption>
</hfoptions>  
Download an image to condition on:  
```py
from diffusers.utils import load_image