bge-m3-multi

embedmit

BGE-M3 is a multilingual text embedding model developed by BAAI, distinguished by its Multi-Linguality (supporting 100+ languages), Multi-Functionality (unified dense, multi-vector, and sparse retrieval), and Multi-Granularity (handling inputs from short queries to long documents). It achieves state-of-the-art retrieval performance across diverse benchmarks while maintaining a single model for multiple retrieval modes. Inputs to this endpoint are truncated to 512 tokens.

Capabilities

Infrastructure
Fine-tuning

Details

Model IDBAAI/bge-m3-multi
Provider DeepInfra
Creator baai
Familybge
Licensemit
Statusactive
Typeembed
Input modalitiestext
Output modalitiesembedding
Open weightYes
Parameters—
Architecture—
Context window—
Max input—
Max output—
Reasoning tokens—
Knowledge cutoff—
Release date
Sourceofficial

Endpoints

EmbeddingsPOST
Generate vector embeddings for texthttps://api.deepinfra.com/v1/openai/v1/embeddings

Family Comparison: bge

ModelContextMax out
bge-base-en-v1.5——
bge-en-icl——
bge-large-en-v1.5——
bge-m3-multi——
bge-m3——

API

GET/v1/models/deepinfra/BAAI/bge-m3-multi

bge-m3-multi

BAAI/bge-m3-multi

BGE-M3 is a multilingual text embedding model developed by BAAI, distinguished by its Multi-Linguality (supporting 100+ languages), Multi-Functionality (unified dense, multi-vector, and sparse retrieval), and Multi-Granularity (handling inputs from short queries to long documents). It achieves state-of-the-art retrieval performance across diverse benchmarks while maintaining a single model for multiple retrieval modes. Inputs to this endpoint are truncated to 512 tokens.

Changes · 3 entries
BAAI/bge-m3-multiupdateca7a400Nov 2, 2026, 03:02 AM
descriptionBGE-M3 is a multilingual text embedding model developed b...→BGE-M3 is a multilingual text embedding model developed b...
BAAI/bge-m3-multiupdate0d4ae28Sep 4, 2026, 06:37 AM
descriptionBGE-M3 is a multilingual text embedding model developed b...→BGE-M3 is a multilingual text embedding model developed b...
BAAI/bge-m3-multicreate3e56cf1Apr 26, 2026, 07:23 PM