= mask_image

>>> pipe = IFInpaintingPipeline.from_pretrained(
...     "DeepFloyd/IF-I-IF-v1.0", variant="fp16", torch_dtype=torch.float16
... )
>>> pipe.enable_model_cpu_offload()

>>> prompt = "blue sunglasses"
>>> prompt_embeds, negative_embeds = pipe.encode_prompt(prompt)

>>> image = pipe(
...     image=original_image,
...     mask_image=mask_image,
...     prompt_embeds=prompt_embeds,
...     negative_prompt_embeds=negative_embeds,
...   