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Mini toolsBGE large
BGE large is the top English model in the first BGE release from Aug-2023. The BGE docs describe the v1 family as encoder-only models based on BERT, and list bge-large-en at 335M parameters and 1.34 GB. It is intended for text embedding and retrieval, and the docs state that bge-large-en ranked first on MTEB at the time it was released, making it the highest-performance English v1 variant in the family.
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Gen 7
Overview
BGE large is BAAI’s flagship English model in the original BGE v1 series. It is an encoder-only BERT-based embedding model for turning text into vectors, and the docs state it ranked first on MTEB at the time of release.
About Beijing Academy of Artificial Intelligence (BAAI)
Beijing Academy of Artificial Intelligence (BAAI), also known as Zhiyuan Institute, is a Chinese non-profit AI research laboratory established in November 2018. BAAI conducts fundamental AI research, develops open-source models (including WuDao, BGE embeddings, Emu, and RoboBrain), and fosters collaboration between academia and industry. Known for creating the BGE (BAAI General Embedding) series of embedding models used in RAG systems worldwide.
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Last updated: April 16, 2026
