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ControlNet-XS support #5168
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I forgot to add the handle of the original author : @Sipirius |
@williamberman @patil-suraj @yiyixuxu anybody interested in porting the controlnets here? |
@patrickvonplaten If okay for you, I'd be happy to do it! |
Yeah that would be great ! |
Hey @UmerHA let me know if you want any help on this, happy to collaborate on this! |
@ayushtues sure! I think I'll be done with the main implementation & first pipeline by ~mid next week. Then we can qa & split up the remaining pipelines. How should I contact you? |
To give a quick update: I'm working on it (see https://github.com/UmerHA/diffusers/tree/controlnet-xs) and estimate it will take 1-2 more weeks. But am learning a lot! :) |
Another quick update: I'm making steady progress, but can't estimate well when I'll be done. I have:
I am now:
I still need to:
Still learning a lot! And thanks for the opportunity to let me do this! |
I'm getting close to being done :) See here for a working example @patrickvonplaten I have opened a draft PR (#5827) and would love feedback! The SDXL canny versions work. Still to do:
I think it should be done be mid/end next week. |
PR is now marked ready for review! |
Model/Pipeline/Scheduler description
Hello all,
Are you planning on supporting ControlNet-XS ? It's promising a better architecture with a much lower number of parameters for the same quality of results.
Thanks !
Open source status
Provide useful links for the implementation
Code repository : https://github.com/vislearn/ControlNet-XS
Project page : https://vislearn.github.io/ControlNet-XS/
Weights : https://huggingface.co/CVL-Heidelberg/ControlNet-XS (available for Canny and Depth for both SDXL and SD2.1)
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