Add Community Example Consistency Training Script #6717
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Could you add to the |
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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. |
…consistency_training
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The script has been moved from |
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Awesome - great effort @dg845! |
AmericanPresidentJimmyCarter
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Apr 26, 2024
* initial commit for unconditional/class-conditional consistency training script * make style * Add entry for consistency training script in community README. * Move consistency training script from community to research_projects/consistency_training * Add requirements.txt and README to research_projects/consistency_training directory. * Manually revert community README changes for consistency training. * Fix path to script after moving script to research projects. * Add option to load U-Net weights from pretrained model. --------- Co-authored-by: Patrick von Platen <patrick.v.platen@gmail.com>
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What does this PR do?
This PR adds a script which implements consistency training (CT), an algorithm which trains consistency models (CMs) from scratch, which was introduced in Consistency Models and refined in Improved Techniques for Training Consistency Models. The script supports both unconditional and class-conditional training.
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Who can review?
Anyone in the community is free to review the PR once the tests have passed. Feel free to tag
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@patrickvonplaten
@sayakpaul