horseee / LLM-Pruner

[NeurIPS 2023] LLM-Pruner: On the Structural Pruning of Large Language Models. Support Llama-3/3.1, Llama-2, LLaMA, BLOOM, Vicuna, Baichuan, TinyLlama, etc.

Date Created 2023-05-17 (about a year ago)

Commits 165 (last one 2 months ago)

Stargazers 907 (7 this week)

Watchers 10 (0 this week)

Forks 106

License apache-2.0

Ranking

RepositoryStats indexes 595,856 repositories, of these horseee/LLM-Pruner is ranked #56,313 (91st percentile) for total stargazers, and #207,845 for total watchers. Github reports the primary language for this repository as Python, for repositories using this language it is ranked #8,847/119,431.

horseee/LLM-Pruner is also tagged with popular topics, for these it's ranked: llm (#479/2913), llama (#122/547), language-model (#99/517), compression (#63/451), llama3 (#37/169)

Other Information

horseee/LLM-Pruner has 3 open pull requests on Github, 2 pull requests have been merged over the lifetime of the repository.

Github issues are enabled, there are 57 open issues and 26 closed issues.

Homepage URL: https://arxiv.org/abs/2305.11627

All Topics

llm bloom llama llama3 vicuna chatglm llama-2 pruning baichuan compression neurips-2023 language-model pruning-algorithms

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

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updated: 2024-12-21 @ 02:12pm, id: 642028103 / R_kgDOJkSSRw