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Add SkyReels-V2 pipelines #11518

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tolgacangoz
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@tolgacangoz tolgacangoz commented May 7, 2025

Thanks for the opportunity to fix #11374!

TODOs:
FlowMatchUniPCMultistepScheduler: Just copy-pasted (for now).
SkyReelsV2DiffusionForcingPipeline
SkyReelsV2DiffusionForcingImageToVideoPipeline
SkyReelsV2Pipeline
SkyReelsV2ImageToVideoPipeline
⬜ Did you make sure to update the documentation with your changes?
⬜ Did you write any new necessary tests?

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tolgacangoz and others added 7 commits May 7, 2025 21:53
…usion forcing

- Introduced the drafts of `SkyReelsV2TextToVideoPipeline`, `SkyReelsV2ImageToVideoPipeline`, `SkyReelsV2DiffusionForcingPipeline`, and `FlowUniPCMultistepScheduler`.
@ukaprch
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ukaprch commented May 8, 2025

It's about time. Thanks.

tolgacangoz added 15 commits May 8, 2025 20:01
Replaces custom attention implementations with `SkyReelsV2AttnProcessor2_0` and the standard `Attention` module.
Updates `WanAttentionBlock` to use `FP32LayerNorm` and `FeedForward`.
Removes the `model_type` parameter, simplifying model architecture and attention block initialization.
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[Feature request] Integrate SkyReels-V2 support in diffusers
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