awesome-llama: https://github.com/SeanLee97/AnglE
dense-retrieval embeddings information-retrieval llama llama2 llm mteb rag retrieval-augmented-generation semantic-similarity semantic-textual-similarity sentence-embedding sentence-embeddings sentence-vector sts stsbenchmark text-embedding text-similarity text-vector text2vec
Score: 8.667335849845957
Last synced: about 5 hours ago
JSON representation
Repository metadata:
Train and Infer Powerful Sentence Embeddings with AnglE | 🔥 SOTA on STS and MTEB Leaderboard
- Host: GitHub
- URL: https://github.com/SeanLee97/AnglE
- Owner: SeanLee97
- License: mit
- Created: 2023-10-17T13:15:23.000Z (over 2 years ago)
- Default Branch: main
- Last Pushed: 2025-10-19T04:08:36.000Z (4 months ago)
- Last Synced: 2026-01-30T07:41:18.370Z (8 days ago)
- Topics: dense-retrieval, embeddings, information-retrieval, llama, llama2, llm, mteb, rag, retrieval-augmented-generation, semantic-similarity, semantic-textual-similarity, sentence-embedding, sentence-embeddings, sentence-vector, sts, stsbenchmark, text-embedding, text-similarity, text-vector, text2vec
- Language: Python
- Homepage: https://arxiv.org/abs/2309.12871
- Size: 1.08 MB
- Stars: 567
- Watchers: 7
- Forks: 37
- Open Issues: 14
-
Metadata Files:
- Readme: README.md
- License: LICENSE
Owner metadata:
- Name: Sean
- Login: SeanLee97
- Email:
- Kind: user
- Description: NLP : Python : Julia
- Website:
- Location: Shanghai, China
- Twitter: xmlee97
- Company: @alipay
- Icon url: https://avatars.githubusercontent.com/u/12824323?u=6963311e16e324323ff0328252878f12d1347648&v=4
- Repositories: 5
- Last Synced at: 2023-03-01T00:05:15.042Z
- Profile URL: https://github.com/SeanLee97
GitHub Events
Total
- Create event: 9
- Delete event: 2
- Fork event: 5
- Issue comment event: 7
- Issues event: 12
- Pull request event: 10
- Push event: 42
- Release event: 2
- Watch event: 91
- Total: 180
Last Year
- Fork event: 3
- Issue comment event: 3
- Issues event: 8
- Push event: 17
- Watch event: 44
- Total: 75
Committers metadata
Last synced: 3 days ago
Total Commits: 285
Total Committers: 10
Avg Commits per committer: 28.5
Development Distribution Score (DDS): 0.074
Commits in past year: 14
Committers in past year: 1
Avg Commits per committer in past year: 14.0
Development Distribution Score (DDS) in past year: 0.0
| Name | Commits | |
|---|---|---|
| Sean Lee | x****7@g****m | 264 |
| Ganesh Krishnan | g****b@a****u | 8 |
| Sean Lee | s****e@S****l | 4 |
| proolulu | 1****u | 3 |
| milistu | s****8@g****m | 1 |
| ir2718 | 9****8 | 1 |
| Jeonghwan Park | 9****y | 1 |
| AsadI | A****L@G****m | 1 |
| quadrupole | d****e@O****l | 1 |
| legolego | o****b@o****m | 1 |
Issue and Pull Request metadata
Last synced: 3 months ago
Total issues: 50
Total pull requests: 92
Average time to close issues: 6 days
Average time to close pull requests: about 4 hours
Total issue authors: 45
Total pull request authors: 8
Average comments per issue: 1.86
Average comments per pull request: 0.17
Merged pull request: 89
Bot issues: 0
Bot pull requests: 0
Past year issues: 5
Past year pull requests: 8
Past year average time to close issues: 2 days
Past year average time to close pull requests: about 11 hours
Past year issue authors: 5
Past year pull request authors: 1
Past year average comments per issue: 1.2
Past year average comments per pull request: 0.0
Past year merged pull request: 8
Past year bot issues: 0
Past year bot pull requests: 0
Top Issue Authors
- mengyao00 (3)
- andersonbcdefg (2)
- dipankarsrirag (2)
- mdabedr (2)
- ChangeNext (1)
- StableFluffy (1)
- WanBenLe (1)
- jambonne (1)
- aholovenko (1)
- kairoswealth (1)
- Alex357853 (1)
- wqw547243068 (1)
- NSC508 (1)
- barmanroys (1)
- HungryFour (1)
Top Pull Request Authors
- SeanLee97 (82)
- ir2718 (2)
- ganeshkrishnan1 (2)
- proolulu (2)
- quadrupole (1)
- legolego (1)
- milistu (1)
- StableFluffy (1)
Top Issue Labels
- enhancement (4)
- good first issue (1)
Top Pull Request Labels
- enhancement (2)
Dependencies
- bitsandbytes *
- boltons *
- datasets *
- peft *
- prettytable *
- transformers ==4.32.1
- pytest * development
- pytest-cov * development
- pytest-sugar * development