Add Flux Control to AutoPipeline

[hlky]

What does this PR do?

#10192 (comment)

from diffusers import AutoPipelineForText2Image, AutoPipelineForImage2Image, AutoPipelineForInpainting
import torch

pipe = AutoPipelineForInpainting.from_pretrained("black-forest-labs/FLUX.1-Depth-dev", torch_dtype=torch.bfloat16)
print(pipe.__class__.__name__)

pipe = AutoPipelineForImage2Image.from_pretrained("black-forest-labs/FLUX.1-Depth-dev", torch_dtype=torch.bfloat16)
print(pipe.__class__.__name__)

pipe = AutoPipelineForText2Image.from_pretrained("black-forest-labs/FLUX.1-Depth-dev", torch_dtype=torch.bfloat16)
print(pipe.__class__.__name__)

pipe = AutoPipelineForInpainting.from_pipe(pipe)
print(pipe.__class__.__name__)

pipe = AutoPipelineForImage2Image.from_pipe(pipe)
print(pipe.__class__.__name__)

pipe = AutoPipelineForText2Image.from_pipe(pipe)
print(pipe.__class__.__name__)

FluxControlInpaintPipeline
Loading pipeline components...: 100%
 7/7 [00:08<00:00,  1.25s/it]
Loading checkpoint shards: 100%
 4/4 [00:05<00:00,  1.39s/it]
FluxControlImg2ImgPipeline
Loading pipeline components...: 100%
 7/7 [00:09<00:00,  1.32s/it]
Loading checkpoint shards: 100%
 4/4 [00:05<00:00,  1.40s/it]
FluxControlPipeline
FluxControlInpaintPipeline
FluxControlImg2ImgPipeline
FluxControlPipeline

Who can review?

Anyone in the community is free to review the PR once the tests have passed. Feel free to tag
members/contributors who may be interested in your PR.

@yiyixuxu @vladmandic

[HuggingFaceDocBuilderDev]

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[yiyixuxu]

thanks @hlky
feel free to refactor a bit now that the logic is growing more complex!