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 about a month ago)

Stargazers 876 (4 this week)

Watchers 10 (0 this week)

Forks 104

License apache-2.0

Ranking

RepositoryStats indexes 584,353 repositories, of these horseee/LLM-Pruner is ranked #57,541 (90th percentile) for total stargazers, and #206,270 for total watchers. Github reports the primary language for this repository as Python, for repositories using this language it is ranked #8,982/116,326.

horseee/LLM-Pruner is also tagged with popular topics, for these it's ranked: llm (#459/2726), llama (#116/519), language-model (#98/506), compression (#65/444), llama3 (#37/153)

Other Information

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

Github issues are enabled, there are 54 open issues and 25 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: 2024-11-20 @ 03:20pm, id: 642028103 / R_kgDOJkSSRw