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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
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Repository metadata:

Train and Infer Powerful Sentence Embeddings with AnglE | 🔥 SOTA on STS and MTEB Leaderboard


Owner metadata:


GitHub Events

Total
Last Year

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 Email 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

More stats: https://issues.ecosyste.ms/repositories/lookup?url=https://github.com/SeanLee97/AnglE

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

.github/workflows/lint.yml actions
  • actions/checkout v3 composite
  • actions/setup-python v3 composite
.github/workflows/pytest.yml actions
  • actions/checkout v3 composite
  • actions/setup-python v3 composite
docs/requirements.txt pypi
  • sphinx *
  • sphinx-autoapi *
  • sphinx-copybutton *
  • sphinx-rtd-theme *
examples/NLI/SentEval/setup.py pypi
uv.lock pypi
  • 113 dependencies
pyproject.toml pypi
  • 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