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 164 (last one 13 hours ago)

Stargazers 830 (5 this week)

Watchers 11 (0 this week)

Forks 93

License apache-2.0

Ranking

RepositoryStats indexes 564,918 repositories, of these horseee/LLM-Pruner is ranked #59,450 (89th percentile) for total stargazers, and #188,850 for total watchers. Github reports the primary language for this repository as Python, for repositories using this language it is ranked #9,223/111,200.

horseee/LLM-Pruner is also tagged with popular topics, for these it's ranked: llm (#430/2458), llama (#116/489), language-model (#100/487), compression (#67/435), llama3 (#35/133)

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 53 open issues and 23 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

Star History

Github stargazers over time

Watcher History

Github watchers over time, collection started in '23

Recent Commit History

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

Yearly Commits

Commits to the default branch (main) per year

Issue History

Languages

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

updated: 2024-09-28 @ 01:51am, id: 642028103 / R_kgDOJkSSRw