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APG: Eliminating Oversaturation and Artifacts of High Guidance Scales in Diffusion Models #9585

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@oxysoft

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@oxysoft

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

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github-actions

github-actions commented on Nov 4, 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.

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consider-for-modular-diffusersThings to consider adding support for in Modular Diffusers (with the help of community)
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github-actions

github-actions commented on Dec 17, 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.

a-r-r-o-w

a-r-r-o-w commented on Apr 3, 2025

@a-r-r-o-w
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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

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on Apr 3, 2025
a-r-r-o-w

a-r-r-o-w commented on Apr 3, 2025

@a-r-r-o-w
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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

qig commented on Apr 25, 2025

@qig

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

a-r-r-o-w

a-r-r-o-w commented on Apr 25, 2025

@a-r-r-o-w
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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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      APG: Eliminating Oversaturation and Artifacts of High Guidance Scales in Diffusion Models · Issue #9585 · huggingface/diffusers