lightonai / DenseOn

Embeddings149M5K36Updated Jul 6, 2026

Downloads

5K

Likes

36

Last updated

Jul 6, 2026

License

apache-2.0

🎯 TL;DR: A 149M-parameter dense (single-vector) retrieval model achieving 56.20 nDCG@10 on BEIR, the first sub-150M dense model to break the 56 mark, topping all base-size dense models and outperforming several models 4× larger.

Tasks & library

  • sentence similarity
  • sentence-transformers

Tags

  • sentence-transformers
  • modernbert
  • sentence-similarity
  • feature-extraction
  • dense
  • en

Technical specifications

Parameters149M
Librarysentence-transformers
Languagesen
Licenseapache-2.0