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What does this PR do?

Add CogVideoX DDIM inversion to community pipelines, as shown in the videos below.
This PR does the same thing as THUDM/CogVideo#709, which has been approved.

Inverse and reconstruct with an empty prompt:

414194624-48b4c9fe-38fb-4f24-872e-9c2fc35ea033.mp4

Inverse and reconstruct with an editing prompt:

414194983-e01e4b55-493c-4602-8f5c-ab2346cdfaa0.mp4

Before submitting

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.

@zRzRzRzRzRzRzR @a-r-r-o-w

@LittleNyima LittleNyima marked this pull request as ready for review March 5, 2025 02:26
@LittleNyima LittleNyima changed the title [WIP] Add CogVideoX DDIM Inversion to Community Pipelines Add CogVideoX DDIM Inversion to Community Pipelines Mar 5, 2025
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@yiyixuxu yiyixuxu left a comment

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thank you!

@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.

@yiyixuxu yiyixuxu merged commit 748cb0f into huggingface:main Mar 6, 2025
8 of 9 checks passed
@LittleNyima LittleNyima deleted the cogvideox-ddim-inversion branch March 7, 2025 02:11
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4 participants