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KaLM-Embedding / KaLM-embedding-multilingual-mini-instruct-v2.5

Embeddings494M1.8K68Updated Oct 31, 2026
Hugging Face

Downloads

1.8K

Likes

68

Last updated

Oct 31, 2026

License

apache-2.0

KaLM-Embedding-V2.5 is a versatile and compact embedding model, which achieves SOTA performance among models of comparable size and competes with models 3–26x larger by leveraging superior training techniques and data. !perf

Tasks & library

  • feature extraction
  • sentence-transformers

Tags

  • sentence-transformers
  • qwen2
  • Retrieval
  • STS
  • Classification
  • Clustering

Technical specifications

Parameters494M
Librarysentence-transformers
Languagesen, zh
Base modelQwen/Qwen2.5-0.5B
Licenseapache-2.0