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luuyin/OWL - GitHub Explorer | GitHub Explorer | Trending | Compare

OWL

luuyin•PUBLIC

Official Pytorch Implementation of "Outlier Weighed Layerwise Sparsity (OWL): A Missing Secret Sauce for Pruning LLMs to High Sparsity"

largelanguagemodelllmpruningsparsity

MIT License

Created on Oct 7, 2023

Updated on Feb 22, 2026

Stars

81

Forks

9

Watchers

81

Open Issues

0

Repository Health Score

🧡

50/100

Fair

Overall repository health assessment

Score Breakdown

Activity

Slow updates - updated within 3 months

10/30

33%

Community

81 stars, 9 forks

0/30

0%

Documentation

Has description, wiki, license

20/20

100%

Maintenance

0.0% issue ratio

20/20

100%

Health score is calculated based on activity, community engagement, documentation quality, and maintenance practices

Languages

Python

99.3%

Shell

0.7%

Issues Analytics

12

Total Issues

All time

0

Open

0% of total

12

Closed

100% of total

4mo

Avg Close Time

Avg response

Issues Activity: Last 6 months

Hottest Issues

1

#12 Per-Block vs. Per-Layer

3

closed

2

#8 Why reproduced result is different from the one in paper?

3

closed

3

#11 About deepsparse test

2

closed

4

#9 Per Layer result

2

closed

5

#2 How to use the zero_shot_benchmark code?

2

closed

Dependencies

No package.json found

This might not be a Node.js project

Top Contributors

1

luuyin

User

39

commits

2

Shiweiliuiiiiiii

Shiweiliuiiiiiii

User

5

commits

3

Kyriection

User

1

commits

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