Skip to content
New issue

Have a question about this project? Sign up for a free GitHub account to open an issue and contact its maintainers and the community.

By clicking “Sign up for GitHub”, you agree to our terms of service and privacy statement. We’ll occasionally send you account related emails.

Already on GitHub? Sign in to your account

Is it possible to migrate this to Stable Diffusion 3? #1

Open
Hzj199 opened this issue Dec 9, 2024 · 2 comments
Open

Is it possible to migrate this to Stable Diffusion 3? #1

Hzj199 opened this issue Dec 9, 2024 · 2 comments

Comments

@Hzj199
Copy link

Hzj199 commented Dec 9, 2024

First of all, I would like to sincerely appreciate your impressive work on.
I have a question regarding the potential compatibility of this work. Would it be possible to migrate this approach to the Stable Diffusion 3 model? If so, are there any specific considerations or adjustments that would be necessary?
Looking forward to your guidance and insights. Thanks again for this outstanding contribution!

@ZiyiZhang27
Copy link
Owner

Thank you for your interest in our work! Yes, it is indeed possible to adapt our approach to Stable Diffusion 3. However, there are a few considerations and adjustments that would likely be necessary:

  • Our approach is specifically designed to align few-step models efficiently. As such, it would be important to leverage a distilled few-step version of Stable Diffusion 3, such as Stable Diffusion 3.5 Large Turbo.

  • Migrating to Stable Diffusion 3 may require upgrading our codebase to support newer versions of libraries like Accelerate, Diffusers, and Transformers.

If you'd like to work on this, feel free to reach out. I would be happy to help.

@Hzj199
Copy link
Author

Hzj199 commented Dec 9, 2024

Thank you for sharing your insights! I am currently experimenting with this, but I’m uncertain how to implement a function similar to ddim_step_with_logprob in a flow-based model. I have made similar modifications based on diffusion-dpo and spo, but unfortunately, it hasn’t worked as expected.

Would you have any recommendations or insights on how to approach this?

Sign up for free to join this conversation on GitHub. Already have an account? Sign in to comment
Labels
None yet
Projects
None yet
Development

No branches or pull requests

2 participants