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all-MiniLM-L6-v2

Rank #230 sentence-transformers

sentence-transformers/all-minilm-l6-v2-20251117

Usage data date 2026-07-26 · updated daily

Usage and specs

Daily rank#230
Daily tokens1.4B
Daily requests1M
Daily change +4.6%
Context window8.2K

What is all-MiniLM-L6-v2

The all-MiniLM-L6-v2 embedding model maps sentences and short paragraphs into a 384-dimensional dense vector space, enabling high-quality semantic representations that are ideal for downstream tasks such as information retrieval, clustering, similarity scoring, and text ranking.