Add ChromaInpaintPipeline

[hameerabbasi]

What does this PR do?

Adds a ChromaInpaintPipeline

Fixes #12572

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cc @yiyixuxu and @asomoza

[hameerabbasi]

cc @DN6 A review would be appreciated.

[lodestone-rock]

bump cc @yiyixuxu

[yiyixuxu]

@bot /style

[github-actions]

Style fix runs successfully without any file modified.

[yiyixuxu]

can you share code example + output?

[HuggingFaceDocBuilderDev]

The docs for this PR live here. All of your documentation changes will be reflected on that endpoint. The docs are available until 30 days after the last update.

[DN6]

@hameerabbasi Could you share a couple of example outputs please?

Input:

Output:

Code:

import torch

from diffusers import ChromaInpaintPipeline
from diffusers.utils import load_image


def main():
    pipe = ChromaInpaintPipeline.from_pretrained("lodestones/Chroma1-HD", torch_dtype=torch.bfloat16)
    pipe.to("cuda")
    prompt = "In the style of a crisp, clean professional studio photograph, a single, perfectly fresh orange sits centered on a smooth, neutral-toned tabletop."
    img_url = "apple.jpg"
    source = load_image(img_url)
    image = pipe(prompt=prompt, image=source, mask_image=torch.ones(source.size, dtype=torch.bfloat16), guidance_scale=3.0, strength=0.5).images[0]
    image.save("orange.png", format="png")


if __name__ == "__main__":
    main()

Inspired by #12572 (comment)

Good to merge once gitignore file is cleaned up.

Good to merge once gitignore file is cleaned up.

Done in 4962d26.

Thank you @hameerabbasi :) and thank you too @DN6