https://github.com/pratyushasharma/laser
The Truth Is In There: Improving Reasoning in Language Models with Layer-Selective Rank Reduction
https://github.com/pratyushasharma/laser
Keywords
gpt-j interpretability laser llama2 llm llms model-compression transformers
Last synced: 11 months ago
JSON representation
Acceptance Criteria
- Revelant topics? false
- External users? true
- Open source license? true
- Active? true
- Fork? false
Repository metadata
The Truth Is In There: Improving Reasoning in Language Models with Layer-Selective Rank Reduction
- Host: GitHub
- URL: https://github.com/pratyushasharma/laser
- Owner: pratyushasharma
- License: mit
- Created: 2023-12-17T02:50:10.000Z (over 1 year ago)
- Default Branch: main
- Last Pushed: 2024-04-02T21:47:32.000Z (about 1 year ago)
- Last Synced: 2024-04-02T22:43:07.196Z (about 1 year ago)
- Topics: gpt-j, interpretability, laser, llama2, llm, llms, model-compression, transformers
- Language: Python
- Homepage: https://pratyushasharma.github.io/laser/
- Size: 2.31 MB
- Stars: 318
- Watchers: 22
- Forks: 18
- Open Issues: 7
- Releases: 0
-
Metadata Files:
- Readme: README.md
- License: LICENSE
Owner metadata
- Name: Pratyusha Sharma
- Login: pratyushasharma
- Email:
- Kind: user
- Description: MIT CSAIL
- Website: https://pratyushasharma.github.io/
- Location: Cambridge, MA
- Twitter: pratyusha_PS
- Company:
- Icon url: https://avatars.githubusercontent.com/u/27996485?u=d71009eedf5f5f1324c93405d84ab91a37c0e02e&v=4
- Repositories: 2
- Last ynced at: 2023-03-09T20:00:43.058Z
- Profile URL: https://github.com/pratyushasharma
GitHub Events
Total
- Create event: 3
- Release event: 1
- Issues event: 33
- Watch event: 317
- Delete event: 1
- Member event: 1
- Issue comment event: 68
- Push event: 54
- Public event: 1
- Pull request event: 4
- Fork event: 19
Last Year
- Create event: 3
- Delete event: 1
- Fork event: 19
- Issue comment event: 68
- Issues event: 33
- Member event: 1
- Public event: 1
- Pull request event: 4
- Push event: 54
- Release event: 1
- Watch event: 317
Committers metadata
Last synced: over 1 year ago
Total Commits: 42
Total Committers: 3
Avg Commits per committer: 14.0
Development Distribution Score (DDS): 0.143
Commits in past year: 42
Committers in past year: 3
Avg Commits per committer in past year: 14.0
Development Distribution Score (DDS) in past year: 0.143
| Name | Commits | |
|---|---|---|
| Dipendra Misra | d****a@g****m | 36 |
| JordanAsh | j****h@g****m | 3 |
| Pratyusha Sharma | p****5@g****m | 3 |
Committer domains:
Issue and Pull Request metadata
Last synced: over 1 year ago
Total issues: 31
Total pull requests: 0
Average time to close issues: 4 days
Average time to close pull requests: N/A
Total issue authors: 12
Total pull request authors: 0
Average comments per issue: 3.55
Average comments per pull request: 0
Merged pull request: 0
Bot issues: 0
Bot pull requests: 0
Past year issues: 31
Past year pull requests: 0
Past year average time to close issues: 4 days
Past year average time to close pull requests: N/A
Past year issue authors: 12
Past year pull request authors: 0
Past year average comments per issue: 3.55
Past year average comments per pull request: 0
Past year merged pull request: 0
Past year bot issues: 0
Past year bot pull requests: 0
Top Issue Authors
- fakerybakery (8)
- KTALS (3)
- BadisG (2)
- BenjaminBossan (2)
- caiyuchen-ustc (2)
- dkmisra (2)
- fernando-indrema (2)
- forresti (2)
- JiwenJ (2)
- MrigankRaman (2)
- turboderp (2)
- xinglianglei (2)
Top Pull Request Authors
Top Issue Labels
- question (15)
- enhancement (8)
Top Pull Request Labels
Dependencies
- datasets *
- line-profiler *
- matplotlib *
- nltk *
- pandas *
- tokenizers *
- tqdm *
- transformers ==4.34.1
Score: 6.882437470997847