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Embedding models · Ollama
Embedding models on Ollama.
  • nomic-embed-text-v2-moe

    nomic-embed-text-v2-moe is a multilingual MoE text embedding model that excels at multilingual retrieval.

    embedding

    26.9K  Pulls 1  Tag Updated  1 month ago

  • qwen3-embedding

    Building upon the foundational models of the Qwen3 series, Qwen3 Embedding provides a comprehensive range of text embeddings models in various sizes

    embedding 0.6b 4b 8b

    463.5K  Pulls 12  Tags Updated  4 months ago

  • embeddinggemma

    EmbeddingGemma is a 300M parameter embedding model from Google.

    embedding 300m

    462.2K  Pulls 5  Tags Updated  4 months ago

  • granite-embedding

    The IBM Granite Embedding 30M and 278M models models are text-only dense biencoder embedding models, with 30M available in English only and 278M serving multilingual use cases.

    embedding 30m 278m

    190.3K  Pulls 6  Tags Updated  1 year ago

  • snowflake-arctic-embed2

    Snowflake's frontier embedding model. Arctic Embed 2.0 adds multilingual support without sacrificing English performance or scalability.

    embedding 568m

    235.6K  Pulls 3  Tags Updated  1 year ago

  • bge-large

    Embedding model from BAAI mapping texts to vectors.

    embedding 335m

    187.4K  Pulls 3  Tags Updated  1 year ago

  • paraphrase-multilingual

    Sentence-transformers model that can be used for tasks like clustering or semantic search.

    embedding 278m

    397.4K  Pulls 3  Tags Updated  1 year ago

  • bge-m3

    BGE-M3 is a new model from BAAI distinguished for its versatility in Multi-Functionality, Multi-Linguality, and Multi-Granularity.

    embedding 567m

    3.2M  Pulls 3  Tags Updated  1 year ago

  • snowflake-arctic-embed

    A suite of text embedding models by Snowflake, optimized for performance.

    embedding 22m 33m 110m 137m 335m

    1.8M  Pulls 16  Tags Updated  1 year ago

  • mxbai-embed-large

    State-of-the-art large embedding model from mixedbread.ai

    embedding 335m

    7M  Pulls 4  Tags Updated  1 year ago

  • all-minilm

    Embedding models on very large sentence level datasets.

    embedding 22m 33m

    2.3M  Pulls 10  Tags Updated  1 year ago

  • nomic-embed-text

    A high-performing open embedding model with a large token context window.

    embedding

    52.8M  Pulls 3  Tags Updated  1 year ago

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