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add support FluxFill inpainting pipeline #1095

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@eaidova eaidova commented Dec 26, 2024

What does this PR do?

Support export and inference for https://huggingface.co/black-forest-labs/FLUX.1-Fill-dev

import torch
from diffusers.utils import load_image

from optimum.intel.openvino import OVDiffusionPipeline

model_id = "black-forest-labs/FLUX.1-Fill-dev"


image = load_image("https://huggingface.co/datasets/diffusers/diffusers-images-docs/resolve/main/cup.png")
mask = load_image("https://huggingface.co/datasets/diffusers/diffusers-images-docs/resolve/main/cup_mask.png")

pipe = OVDiffusionPipeline.from_pretrained(model_id)
image = pipe(
    prompt="a white paper cup",
    image=image,
    mask_image=mask,
    height=512,
    width=512,
    guidance_scale=30,
    num_inference_steps=50,
    max_sequence_length=512,
    generator=torch.Generator("cpu").manual_seed(0),
).images[0]
image.save("flux-fill-dev.png")

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  • This PR fixes a typo or improves the docs (you can dismiss the other checks if that's the case).
  • Did you make sure to update the documentation with your changes?
  • Did you write any new necessary tests?

@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.

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@echarlaix echarlaix left a comment

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LGTM!

Comment on lines +996 to +999
if is_diffusers_version(">=", "0.30.0"):
from diffusers import StableDiffusion3InpaintPipeline

sd3_pipes.append(StableDiffusion3InpaintPipeline)
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thanks for the fix!

optimum/exporters/openvino/model_configs.py Show resolved Hide resolved
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also @eaidova would you mind adding a test for the CLI as well ? https://github.com/huggingface/optimum-intel/blob/main/tests/openvino/test_exporters_cli.py#L67C5-L67C28

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eaidova commented Jan 6, 2025

also @eaidova would you mind adding a test for the CLI as well ? https://github.com/huggingface/optimum-intel/blob/main/tests/openvino/test_exporters_cli.py#L67C5-L67C28

tests provided

@eaidova eaidova requested a review from echarlaix January 6, 2025 14:22
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3 participants