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[Community Pipeline] Checkpoint merging
See original GitHub issueIntro
Community Pipelines are introduced in diffusers==0.4.0 with the idea of allowing the community to quickly add, integrate, and share their custom pipelines on top of diffusers.
You can find a guide about Community Pipelines here. You can also find all the community examples under examples/community/. If you have questions about the Community Pipelines feature, please head to the parent issue.
Idea: Checkpoint Merging
This pipeline aims to merge two checkpoints into one via interpolation.
Issue Analytics
- State:
- Created a year ago
- Comments:14 (14 by maintainers)
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Update:- I’ve reached a point in the solution where validation of the checkpoints is complete and the individual interpolation steps being complete. The only thing that needs to be done is returning a DiffusionPipeline object with the updated weights.
Should be done by the weekend.
Success ! Able to run on Kaggle. Uses around 13GB RAM for merging Stable Diffusion and Waifu diffusion. I’ll make a PR over the weekend. I have made the notebook public if anyone’s interested.
https://www.kaggle.com/abhinaydevarinti/checkpoint-merging-huggingface-diffusers