Unified multilingual, multi-functional, multi-granularity embedding model. Supports 100+ languages and combines dense, sparse, and multi-vector retrieval in a single model.

Outputs 2

BGE-M3

model

Unified multilingual, multi-functional embedding model.

Variants

Name Parameters Notes
BGE-M3

BGE-M3: Unified Multilingual and Multi-Functional Retrieval

paper

Paper on unified multilingual, multi-functional, multi-granularity embeddings.

arXiv: 2402.03216

embeddingsevaluationopen-weightnlp

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