1 model2023Up to 512 ctx
About
BGE (BAAI General Embedding) is the Beijing Academy of Artificial Intelligence's open-source family of embedding and reranking models, developed under the FlagEmbedding project. BGE models are among the most-downloaded embedding models on Hugging Face and consistently rank near the top of the MTEB leaderboard. The family spans English-only and multilingual embedding models, cross-encoder rerankers, and large LLM-based embedding models such as BGE-Multilingual-Gemma2. NVIDIA NIM also serves BGE models (including BGE-M3) in its hosted retrieval API catalog.
Specifications(1 models)
| Model | Released | Context | Parameters |
|---|---|---|---|
| BGE Reranker Large | 2023-09 | 512 | 560M |
Frequently Asked Questions
- What is BGE?
- BGE (BAAI General Embedding) is the Beijing Academy of Artificial Intelligence's open-source family of embedding and reranking models, developed under the FlagEmbedding project. BGE models are among the most-downloaded embedding models on Hugging Face and consistently rank near the top of the MTEB leaderboard. The family spans English-only and multilingual embedding models, cross-encoder rerankers, and large LLM-based embedding models such as BGE-Multilingual-Gemma2. NVIDIA NIM also serves BGE models (including BGE-M3) in its hosted retrieval API catalog.
- How many models are in the BGE family?
- The BGE family contains 1 model.
- What is the latest BGE model?
- The latest model is BGE Reranker Large, released in 2023-09.
- Is BGE open source?
- Yes, all BGE models are open source.
