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f-divergence #10993

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manmeet3591 opened this issue Mar 6, 2025 · 4 comments
Open

f-divergence #10993

manmeet3591 opened this issue Mar 6, 2025 · 4 comments

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@manmeet3591
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Is there a plan to implement the f-divergence scheduler ? I would like to contribute that to the library.

@hlky
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hlky commented Mar 7, 2025

Can you provide further information/references/original codebase for f-divergence scheduler? What are the benefits? Is it popular?

@manmeet3591
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Yes, it was released by NVIDIA as a scheduler capable to perform 1 step sampling recently. You can see it at https://arxiv.org/html/2502.15681v1

@hlky
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hlky commented Mar 7, 2025

We present a general f-divergence minimization framework to distill multi-step diffusion models into a single step generator, with state-of-the-art one-step performance.

It's a framework for distillation, no?

@manmeet3591
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That is right. I am sorry if this sounds stupid. But how to do distillation with diffusers ?

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