Top Embeddings

Embedding and retrieval models useful for search, RAG, semantic similarity, and local indexes.

  • vectorjack/captain-embedding-v2 Apache-2.0 6334 downloads hosted
  • sentence-transformers/all-MiniLM-L6-v2 apache-2.0 244269075 downloads external
  • sentence-transformers/paraphrase-multilingual-MiniLM-L12-v2 apache-2.0 49222516 downloads external
  • sentence-transformers/all-mpnet-base-v2 apache-2.0 33094839 downloads external
  • nomic-ai/nomic-embed-text-v1.5 apache-2.0 17766485 downloads external
  • intfloat/multilingual-e5-large mit 10539865 downloads external
  • Qwen/Qwen3-Embedding-0.6B apache-2.0 10188730 downloads external
  • BAAI/bge-m3 mit 31290962 downloads external
  • BAAI/bge-small-en-v1.5 mit 61393457 downloads external
  • intfloat/multilingual-e5-small mit 9946338 downloads external
  • mixedbread-ai/mxbai-embed-large-v1 apache-2.0 5778237 downloads external
  • sentence-transformers/paraphrase-multilingual-mpnet-base-v2 apache-2.0 7567460 downloads external
  • intfloat/multilingual-e5-base mit 6538697 downloads external
  • nomic-ai/nomic-embed-text-v1 apache-2.0 4274572 downloads external
  • sentence-transformers/all-MiniLM-L12-v2 apache-2.0 4587206 downloads external
  • Qwen/Qwen3-Embedding-8B apache-2.0 2344450 downloads external
  • BAAI/bge-large-en-v1.5 mit 14562000 downloads external
  • intfloat/multilingual-e5-large-instruct mit 1581367 downloads external
  • Xenova/all-MiniLM-L6-v2 apache-2.0 2809852 downloads external
  • BAAI/bge-base-en-v1.5 mit 8277185 downloads external
  • WhereIsAI/UAE-Large-V1 mit 1871799 downloads external
  • ibm-granite/granite-embedding-small-english-r2 apache-2.0 2099789 downloads external
  • Snowflake/snowflake-arctic-embed-l-v2.0 apache-2.0 903356 downloads external
  • NeuML/pubmedbert-base-embeddings apache-2.0 794016 downloads external
  • sentence-transformers/paraphrase-mpnet-base-v2 apache-2.0 1736028 downloads external
  • intfloat/e5-mistral-7b-instruct mit 395632 downloads external
  • intfloat/e5-large-v2 mit 3481855 downloads external
  • facebook/w2v-bert-2.0 mit 3845194 downloads external
  • shibing624/text2vec-base-chinese apache-2.0 1619112 downloads external
  • BAAI/bge-small-zh-v1.5 mit 4686132 downloads external
  • BAAI/bge-reranker-large mit 1989626 downloads external
  • Qwen/Qwen3-Embedding-4B apache-2.0 2446340 downloads external
  • BAAI/bge-large-zh-v1.5 mit 1400727 downloads external
  • cointegrated/rubert-tiny2 mit 478791 downloads external
  • sentence-transformers/paraphrase-MiniLM-L6-v2 apache-2.0 3153790 downloads external
  • microsoft/harrier-oss-v1-0.6b mit 352857 downloads external
  • dragonkue/BGE-m3-ko apache-2.0 718307 downloads external
  • perplexity-ai/pplx-embed-v1-0.6b mit 335924 downloads external
  • Xenova/bge-base-en-v1.5 mit 1778613 downloads external
  • intfloat/e5-base-v2 mit 2146855 downloads external
  • sentence-transformers/LaBSE apache-2.0 1118331 downloads external
  • ibm-granite/granite-embedding-311m-multilingual-r2 apache-2.0 335874 downloads external
  • nomic-ai/nomic-embed-text-v2-moe apache-2.0 796961 downloads external
  • sentence-transformers/distiluse-base-multilingual-cased-v2 apache-2.0 1263893 downloads external
  • ibm-granite/granite-embedding-97m-multilingual-r2 apache-2.0 221562 downloads external
  • sentence-transformers/all-distilroberta-v1 apache-2.0 2469992 downloads external
  • jinaai/jina-embeddings-v2-small-en apache-2.0 1168607 downloads external
  • sentence-transformers/distiluse-base-multilingual-cased-v1 apache-2.0 1194805 downloads external
  • Alibaba-NLP/gte-modernbert-base apache-2.0 146562 downloads external
  • cambridgeltl/SapBERT-from-PubMedBERT-fulltext apache-2.0 1679168 downloads external

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