mit-han-lab / nunchaku

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

Date Created 2024-11-06 (4 months ago)
Commits 129 (last one 2 days ago)
Stargazers 1,043 (43 this week)
Watchers 18 (0 this week)
Forks 68
License apache-2.0
Ranking

RepositoryStats indexes 632,894 repositories, of these mit-han-lab/nunchaku is ranked #51,190 (92nd percentile) for total stargazers, and #120,218 for total watchers. Github reports the primary language for this repository as Cuda, for repositories using this language it is ranked #32/394.

mit-han-lab/nunchaku is also tagged with popular topics, for these it's ranked: diffusion-models (#57/721),  lora (#43/298),  genai (#28/233)

Other Information

mit-han-lab/nunchaku has 1 open pull request on Github, 13 pull requests have been merged over the lifetime of the repository.

Github issues are enabled, there are 93 open issues and 117 closed issues.

There have been 4 releases, the latest one was published on 2025-03-08 (19 days ago) with the name Nunchaku v0.1.4 Release.

Homepage URL: https://hanlab.mit.edu/projects/svdquant

Star History

Github stargazers over time

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Watcher History

Github watchers over time, collection started in '23

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Recent Commit History

129 commits on the default branch (main) since jan '22

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Issue History

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Languages

The primary language is Cuda but there's also others...

CudaCudaPythonPythonC++C++HTMLHTMLCCCSSCSSShellShell

updated: 2025-03-26 @ 05:15pm, id: 884123664 / R_kgDONLKoEA