awesome-llama: https://github.com/SqueezeAILab/SqueezeLLM
efficient-inference large-language-models llama llm localllm model-compression natural-language-processing post-training-quantization quantization small-models text-generation transformer
Score: 8.688790784847216
Last synced: about 3 hours ago
JSON representation
Repository metadata:
[ICML 2024] SqueezeLLM: Dense-and-Sparse Quantization
- Host: GitHub
- URL: https://github.com/SqueezeAILab/SqueezeLLM
- Owner: SqueezeAILab
- License: mit
- Created: 2023-06-12T03:48:17.000Z (about 3 years ago)
- Default Branch: main
- Last Pushed: 2024-08-13T09:45:30.000Z (almost 2 years ago)
- Last Synced: 2026-06-12T14:04:15.380Z (4 days ago)
- Topics: efficient-inference, large-language-models, llama, llm, localllm, model-compression, natural-language-processing, post-training-quantization, quantization, small-models, text-generation, transformer
- Language: Python
- Homepage: https://arxiv.org/abs/2306.07629
- Size: 1.5 MB
- Stars: 722
- Watchers: 15
- Forks: 50
- Open Issues: 20
-
Metadata Files:
- Readme: README.md
- License: LICENSE
Owner metadata:
- Name: SqueezeAILab
- Login: SqueezeAILab
- Email:
- Kind: organization
- Description: SqueezeAI is part of Berkeley AI Research Lab at UC Berkeley focused on AI Systems research.
- Website: https://people.eecs.berkeley.edu/~keutzer/
- Location:
- Twitter:
- Company:
- Icon url: https://avatars.githubusercontent.com/u/92235103?v=4
- Repositories: 5
- Last Synced at: 2024-04-23T00:09:45.139Z
- Profile URL: https://github.com/SqueezeAILab
GitHub Events
Total
- Fork event: 8
- Issue comment event: 4
- Issues event: 1
- Pull request event: 1
- Pull request review event: 1
- Watch event: 62
- Total: 77
Last Year
- Fork event: 3
- Watch event: 9
- Total: 12
Committers metadata
Last synced: 2 days ago
Total Commits: 44
Total Committers: 8
Avg Commits per committer: 5.5
Development Distribution Score (DDS): 0.205
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 | |
|---|---|---|
| Sehoon Kim | s****m@b****u | 35 |
| chooper1 | 5****1 | 3 |
| guspuffygit | 8****t | 1 |
| baas-hans | h****o@g****m | 1 |
| Sid Jha | 4****1 | 1 |
| Jake Hyun | j****n@h****m | 1 |
| Amir Gholami | a****i | 1 |
| Hannes Toerien | h****n@d****m | 1 |
Issue and Pull Request metadata
Last synced: 10 months ago
Total issues: 28
Total pull requests: 48
Average time to close issues: about 1 month
Average time to close pull requests: 1 day
Total issue authors: 27
Total pull request authors: 10
Average comments per issue: 1.0
Average comments per pull request: 0.25
Merged pull request: 44
Bot issues: 0
Bot pull requests: 0
Past year issues: 1
Past year pull requests: 4
Past year average time to close issues: N/A
Past year average time to close pull requests: N/A
Past year issue authors: 1
Past year pull request authors: 4
Past year average comments per issue: 0.0
Past year average comments per pull request: 0.75
Past year merged pull request: 0
Past year bot issues: 0
Past year bot pull requests: 0
Top Issue Authors
- MingLin-home (2)
- Sravanth-k27 (1)
- leocnj (1)
- RDouglasSharp (1)
- zhangfzR (1)
- kiucho (1)
- commmet-ahn (1)
- SyphonArch (1)
- vuiseng9 (1)
- matteoguarrera (1)
- ingenieroariel (1)
- ghost (1)
- huyphan168 (1)
- mlinmg (1)
- nestordemeure (1)
Top Pull Request Authors
- kssteven418 (33)
- chooper1 (4)
- SyphonArch (4)
- guspuffygit (2)
- fwtan (2)
- zhiweij1 (2)
- baas-hans (1)
- amirgholami (1)
- sidjha1 (1)
- abhilash1910 (1)
Top Issue Labels
Top Pull Request Labels
Dependencies
- accelerate *
- datasets *
- sentencepiece *
- tokenizers >=0.12.1
- torch *
- transformers ==4.29.0