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SVDQuant support?

Open 0x4E69676874466F78 opened this issue 11 months ago • 2 comments

https://www.reddit.com/r/StableDiffusion/comments/1h9d9xy/svdquant_now_has_comfyui_support/ https://github.com/mit-han-lab/nunchaku https://github.com/mit-han-lab/nunchaku/tree/main/comfyui https://huggingface.co/mit-han-lab/svdquant-models/tree/main

0x4E69676874466F78 avatar Dec 13 '24 18:12 0x4E69676874466F78

@Acly This would be great! These models take up less VRAM and are much faster. Supports dev and fill versions both.

syddharth avatar May 19 '25 16:05 syddharth

Link to ComfyUI node : https://github.com/mit-han-lab/ComfyUI-nunchaku/ (I use them regularly in my workflows)

syddharth avatar May 19 '25 16:05 syddharth

by now the project might even be mature enough to use it? the 3x shorter wait times add a lot of joy. it works with the union pro 2 controlnet and turbo lora, as well as flux fill

tazztone avatar May 30 '25 13:05 tazztone

Yea, it is ready for integration: Release v0.3.0 adds support for multiple-batch inference, ControlNet-Union-Pro 2.0 and initial integration of PuLID. You can now load Nunchaku FLUX models as a single file, and our upgraded 4-bit T5 encoder now matches FP8 T5 in quality! Support Pytorch 2.7 and Python 12

AlexYez avatar Jun 04 '25 07:06 AlexYez

my krita doesn't see the nunchaku models, how to fix this?

angelika3377 avatar Jul 06 '25 22:07 angelika3377

supported in v1.38.0

Acly avatar Aug 22 '25 22:08 Acly

they recently portded nunchaku from c to python i heard. hope this doesn't cause issues for dev.

tazztone avatar Aug 23 '25 05:08 tazztone