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: 8.669055540725484
Last synced: about 13 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: 2026-03-22T07:59:20.000Z (11 days ago)
- Last Synced: 2026-03-31T02:03:33.306Z (3 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: 1.25 MB
- Stars: 568
- Watchers: 7
- Forks: 38
- 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: 10
- Delete event: 2
- Fork event: 5
- Issue comment event: 7
- Issues event: 12
- Pull request event: 11
- Push event: 44
- Release event: 2
- Watch event: 91
- Total: 184
Last Year
- Create event: 1
- Fork event: 2
- Issue comment event: 2
- Issues event: 6
- Pull request event: 1
- Push event: 11
- Watch event: 30
- Total: 53
Committers metadata
Last synced: 3 days ago
Total Commits: 287
Total Committers: 10
Avg Commits per committer: 28.7
Development Distribution Score (DDS): 0.073
Commits in past year: 8
Committers in past year: 1
Avg Commits per committer in past year: 8.0
Development Distribution Score (DDS) in past year: 0.0
| Name | Commits | |
|---|---|---|
| Sean Lee | x****7@g****m | 266 |
| 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: 11 days 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: 3
Past year pull requests: 0
Past year average time to close issues: 1 day
Past year average time to close pull requests: N/A
Past year issue authors: 3
Past year pull request authors: 0
Past year average comments per issue: 1.33
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
- 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
- actions/checkout v3 composite
- actions/setup-python v3 composite
- actions/checkout v3 composite
- actions/setup-python v3 composite
- sphinx *
- sphinx-autoapi *
- sphinx-copybutton *
- sphinx-rtd-theme *
- 113 dependencies
- bitsandbytes ==0.49.2
- boltons >=25.0.0
- datasets >=4.2.0
- einops >=0.8.1
- peft ==0.18.1
- prettytable >=3.16.0
- scikit-learn >=1.7.2
- scipy >=1.15.3
- transformers ==5.3.0