8000 APG: Eliminating Oversaturation and Artifacts of High Guidance Scales in Diffusion Models · Issue #9585 · huggingface/diffusers · GitHub
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oxysoft opened this issue Oct 4, 2024 · 6 comments
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APG: Eliminating Oversaturation and Artifacts of High Guidance Scales in Diffusion Models #9585

oxysoft opened this issue Oct 4, 2024 · 6 comments
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consider-for-modular-diffusers Things to consider adding support for in Modular Diffusers (with the help of community) stale Issues that haven't received updates

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@oxysoft
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oxysoft commented Oct 4, 2024

New paper just released, a new way to do classifier-free guidance (CFG) without affecting image saturation, introducing artifacts, etc. Could be huge.

https://huggingface.co/papers/2410.02416
This was referenced Oct 9, 2024
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github-actions bot commented Nov 4, 2024

This issue has been automatically marked as stale because it has not had recent activity. If you think this still needs to be addressed please comment on this thread.

Please note that issues that do not follow the contributing guidelines are likely to be ignored.

@github-actions github-actions bot added the stale Issues that haven't received updates label Nov 4, 2024
@yiyixuxu yiyixuxu removed the stale Issues that haven't received updates label Nov 6, 2024
@a-r-r-o-w a-r-r-o-w added the consider-for-modular-diffusers Things to consider adding support for in Modular Diffusers (with the help of community) label Nov 23, 2024
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This issue has been automatically marked as stale because it has not had recent activity. If you think this still needs to be addressed please comment on this thread.

Please note that issues that do not follow the contributing guidelines are likely to be ignored.

@github-actions github-actions bot added the stale Issues that haven't received updates label Dec 17, 2024
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Hi, I'm looking into this now. Is there an open source implementation available by the authors? I couldn't find any from a quick look. I'll first be adding newer CFG methods based on them being easily available openly, and later look into implementing other ones myself

@a-r-r-o-w a-r-r-o-w self-assigned this Apr 3, 2025
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Oh, I couldn't find a linked github but there was a X post by author: https://x.com/Msadat97/status/1842246625147920722

This should be sufficient for me to quickly support the method!

@qig
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qig commented Apr 25, 2025

Hey @a-r-r-o-w - I believe the answer is yes. Please take a look at Page 22 of the original paper.

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Thank you @qig. APG, along with many other guidance methods, is now implemented in #11311 and will be part of next release

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