luuyin / OWL

Official Pytorch Implementation of "Outlier Weighed Layerwise Sparsity (OWL): A Missing Secret Sauce for Pruning LLMs to High Sparsity"

Date Created 2023-10-07 (about a year ago)

Commits 35 (last one 5 months ago)

Stargazers 51 (0 this week)

Watchers 3 (0 this week)

Forks 8

License mit

Ranking

RepositoryStats indexes 589,134 repositories, of these luuyin/OWL is ranked #459,263 (22nd percentile) for total stargazers, and #424,515 for total watchers. Github reports the primary language for this repository as Python, for repositories using this language it is ranked #87,790/117,584.

luuyin/OWL is also tagged with popular topics, for these it's ranked: llm (#2,067/2801)

Other Information

luuyin/OWL has Github issues enabled, there is 1 open issue and 7 closed issues.

Homepage URL: https://arxiv.org/pdf/2310.05175.pdf

All Topics

llm pruning sparsity largelanguagemodel

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

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updated: 2024-10-17 @ 12:59am, id: 701909993 / R_kgDOKdZL6Q