[simonw]

Quite a few of the top ranked models on this leaderboard are multilingual: https://huggingface.co/spaces/mteb/leaderboard

https://huggingface.co/BAAI/bge-large-en-v1.5 FlagEmbedding for example describes itself as covering Chinese and English.