awesome-llama: https://github.com/horseee/LLM-Pruner
baichuan bloom chatglm compression language-model llama llama-2 llama3 llm neurips-2023 pruning pruning-algorithms vicuna
Score: -Infinity
Last synced: about 14 hours ago
JSON representation
Repository metadata:
[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.
- Host: GitHub
- URL: https://github.com/horseee/LLM-Pruner
- Owner: horseee
- License: apache-2.0
- Created: 2023-05-17T16:58:28.000Z (over 3 years ago)
- Default Branch: main
- Last Pushed: 2024-10-07T08:49:26.000Z (about 2 years ago)
- Last Synced: 2026-10-16T07:03:30.950Z (3 days ago)
- Topics: baichuan, bloom, chatglm, compression, language-model, llama, llama-2, llama3, llm, neurips-2023, pruning, pruning-algorithms, vicuna
- Language: Python
- Homepage: https://arxiv.org/abs/2305.11627
- Size: 5.92 MB
- Stars: 1,142
- Watchers: 10
- Forks: 132
- Open Issues: 65
-
Metadata Files:
- Readme: README.md
- License: LICENSE
Owner metadata:
- Name: Ma Xinyin
- Login: horseee
- Email: maxinyin@u.nus.edu
- Kind: user
- Description: Ph.D. Candidate @ NUS XML Lab🤔
- Website: horseee.github.io
- Location: Singapore
- Twitter: horseeeMa
- Company: National University of Singapore
- Icon url: https://avatars.githubusercontent.com/u/22924514?u=79058338a1e8359e6eb2a64bece081080b750bcb&v=4
- Repositories: 31
- Last Synced at: 2026-10-17T10:46:52.665Z
- Profile URL: https://github.com/horseee
GitHub Events
Total
- Fork event: 34
- Issue comment event: 22
- Issues event: 16
- Pull request event: 1
- Watch event: 208
- Total: 281
Last Year
- Fork event: 1
- Issue comment event: 1
- Watch event: 14
- Total: 16
Committers metadata
Last synced: 1 day ago
Total Commits: 154
Total Committers: 3
Avg Commits per committer: 51.333
Development Distribution Score (DDS): 0.39
Commits in past year: 0
Committers in past year: 0
Avg Commits per committer in past year: 0.0
Development Distribution Score (DDS) in past year: 0.0
| Name | Commits | |
|---|---|---|
| horseee | m****n@u****u | 94 |
| Gongfan Fang | g****n@u****u | 59 |
| Ikko Eltociear Ashimine | e****r@g****m | 1 |
Issue and Pull Request metadata
Last synced: 1 day ago
Total issues: 89
Total pull requests: 10
Average time to close issues: 5 days
Average time to close pull requests: 3 months
Total issue authors: 71
Total pull request authors: 7
Average comments per issue: 1.56
Average comments per pull request: 0.2
Merged pull request: 3
Bot issues: 0
Bot pull requests: 0
Past year issues: 2
Past year pull requests: 1
Past year average time to close issues: N/A
Past year average time to close pull requests: 4 months
Past year issue authors: 2
Past year pull request authors: 1
Past year average comments per issue: 0.0
Past year average comments per pull request: 0.0
Past year merged pull request: 0
Past year bot issues: 0
Past year bot pull requests: 0
Top Issue Authors
- qxpBlog (4)
- Daisy5296 (4)
- coderchem (3)
- moonlightian (2)
- VincentZ-2020 (2)
- azuryl (2)
- Ahmed-Roushdy (2)
- 18140663659 (2)
- sriyachakravarthy (2)
- sidhantls (2)
- Duncan1115 (2)
- StevensPrime (2)
- youngwhite (2)
- pxrgod (1)
- Zhuqln (1)
Top Pull Request Authors
- horseee (2)
- cv-chaitali (2)
- manickavela29 (2)
- aritralegndery (1)
- eltociear (1)
- yosinn1-blip (1)
- michaelvin1322 (1)
Top Issue Labels
- bug (2)
- question (1)
- enhancement (1)
Top Pull Request Labels
Package metadata
- Total packages: 1
- Total downloads: unknown
- Total dependent packages: 0
- Total dependent repositories: 0
- Total versions: 1
proxy.golang.org: github.com/horseee/LLM-Pruner
- Homepage:
- Status: removed
- Documentation: https://pkg.go.dev/github.com/horseee/LLM-Pruner#section-documentation
- Licenses: apache-2.0
- Latest release: v0.0.0-20240710094135-909dc6a69bed (published over 2 years ago)
- Last Synced: 2026-10-17T07:01:50.177Z (1 day ago)
- Versions: 1
- Dependent Packages: 0
- Dependent Repositories: 0
-
Rankings:
Dependencies
- accelerate *
- datasets *
- gradio *
- ptflops *
- sentencepiece *
- torch >=1.7.1
- transformers >=4.28.1
- wandb *
- accelerate >=0.17.1
- datasets >=2.0.0
- jsonlines *
- numexpr *
- omegaconf >=2.2
- openai >=0.6.4
- peft >=0.2.0
- pybind11 >=2.6.2
- pycountry *
- pytablewriter *
- rouge-score >=0.0.4
- sacrebleu ==1.5.0
- scikit-learn >=0.24.1
- sqlitedict *
- torch >=1.7
- tqdm-multiprocess *
- transformers >=4.1
- zstandard *