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nunchux-ai/nunchaku

[ICLR2025 Spotlight] SVDQuant: Absorbing Outliers by Low-Rank Components for 4-Bit Diffusion Models

Apache-2.0Python
Stars
4.0k
Forks
285
Open issues
5
Last push
1mo ago

About nunchaku

nunchaku is a free, open-source machine learning tool by nunchux-ai, written mainly in Python. [ICLR2025 Spotlight] SVDQuant: Absorbing Outliers by Low-Rank Components for 4-Bit Diffusion Models. It has 4.0k GitHub stars and 285 forks, and was last updated 1mo ago. It's released under the Apache-2.0 license, a standard open-source license.

License
Apache-2.0
Language
Python
Stars
3,960
Last update
1mo ago
Runs on Mac
Not stated
GPU
Not stated
Paid API key
Not stated
Self-hostable
Not stated

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nunchaku FAQ

Is nunchaku free?

Yes. nunchaku is open source and free to use. It's released under the Apache-2.0 license, a standard open-source license.

Does nunchaku run on a Mac?

The project doesn't say. Check its installation guide before you start.

Does nunchaku need a GPU?

The project doesn't state hardware needs. AI models generally run much faster with a GPU.

Is nunchaku still maintained?

It was last updated 1mo ago. Check recent issues on GitHub to judge how active it is.

What are alternatives to nunchaku?

Similar free, open-source tools include lora-scripts, SimpleTuner, pytorch-image-models, transformerlab-app.

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