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    Embeddings Models

    Browse top embeddings models for your multimodal pipelines.

    2,000 models available

    Showing 124 of 2,000 models

    Sentence Similarity

    sentence-transformers/all-MiniLM-L6-v2

    248.5M
    5,093
    sentence-transformers
    Feature Extraction

    BAAI/bge-small-en-v1.5

    65.2M
    515
    sentence-transformers
    Sentence Similarity

    sentence-transformers/paraphrase-multilingual-MiniLM-L12-v2

    48.9M
    1,325
    sentence-transformers
    Sentence Similarity

    BAAI/bge-m3

    34.7M
    3,241
    sentence-transformers
    Sentence Similarity

    sentence-transformers/all-mpnet-base-v2

    29.7M
    1,332
    sentence-transformers
    Sentence Similarity

    intfloat/multilingual-e5-small

    15.0M
    368
    sentence-transformers
    Sentence Similarity

    nomic-ai/nomic-embed-text-v1.5

    14.5M
    871
    sentence-transformers
    Feature Extraction

    BAAI/bge-large-en-v1.5

    14.0M
    702
    sentence-transformers
    Feature Extraction

    intfloat/multilingual-e5-large

    12.4M
    1,227
    sentence-transformers
    Sentence Similarity

    sentence-transformers/paraphrase-multilingual-mpnet-base-v2

    11.2M
    478
    sentence-transformers
    Feature Extraction

    Qwen/Qwen3-Embedding-0.6B

    10.3M
    1,115
    sentence-transformers
    Feature Extraction

    BAAI/bge-base-en-v1.5

    8.4M
    457
    sentence-transformers
    Sentence Similarity

    intfloat/multilingual-e5-base

    7.2M
    375
    sentence-transformers
    Feature Extraction

    mixedbread-ai/mxbai-embed-large-v1

    4.6M
    816
    sentence-transformers
    Sentence Similarity

    nomic-ai/nomic-embed-text-v1

    4.6M
    578
    sentence-transformers
    Feature Extraction

    BAAI/bge-small-zh-v1.5

    4.3M
    125
    transformers
    Sentence Similarity

    sentence-transformers/all-MiniLM-L12-v2

    3.2M
    323
    sentence-transformers
    Sentence Similarity

    Snowflake/snowflake-arctic-embed-xs

    3.1M
    43
    sentence-transformers
    Sentence Similarity

    intfloat/e5-large-v2

    3.1M
    281
    sentence-transformers
    Feature Extraction

    jinaai/jina-embeddings-v3

    3.1M
    1,149
    transformers
    Feature Extraction

    Qwen/Qwen3-Embedding-8B

    2.9M
    752
    sentence-transformers
    Image Feature Extraction

    facebook/dinov2-small

    2.8M
    69
    transformers
    Feature Extraction

    ibm-granite/granite-embedding-small-english-r2

    2.8M
    74
    sentence-transformers
    Feature Extraction

    Xenova/all-MiniLM-L6-v2

    2.7M
    130
    transformers.js
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