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    Embeddings Models

    Browse top embeddings models for your multimodal pipelines.

    1,618 models available

    Showing 124 of 1,618 models

    Sentence Similarity

    sentence-transformers/all-MiniLM-L6-v2

    253.0M
    4,911
    sentence-transformers
    Feature Extraction

    BAAI/bge-small-en-v1.5

    57.0M
    483
    sentence-transformers
    Sentence Similarity

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

    50.6M
    1,259
    sentence-transformers
    Sentence Similarity

    sentence-transformers/all-mpnet-base-v2

    35.2M
    1,304
    sentence-transformers
    Sentence Similarity

    BAAI/bge-m3

    31.8M
    3,090
    sentence-transformers
    Sentence Similarity

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

    18.7M
    844
    sentence-transformers
    Feature Extraction

    BAAI/bge-large-en-v1.5

    15.4M
    682
    sentence-transformers
    Feature Extraction

    BAAI/bge-base-en-v1.5

    9.3M
    435
    sentence-transformers
    Feature Extraction

    Qwen/Qwen3-Embedding-0.6B

    9.2M
    1,056
    sentence-transformers
    Sentence Similarity

    intfloat/multilingual-e5-small

    9.0M
    335
    sentence-transformers
    Feature Extraction

    intfloat/multilingual-e5-large

    7.6M
    1,200
    sentence-transformers
    Sentence Similarity

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

    7.2M
    463
    sentence-transformers
    Sentence Similarity

    intfloat/multilingual-e5-base

    6.2M
    361
    sentence-transformers
    Sentence Similarity

    sentence-transformers/all-MiniLM-L12-v2

    5.9M
    314
    sentence-transformers
    Sentence Similarity

    nomic-ai/nomic-embed-text-v1

    5.9M
    573
    sentence-transformers
    Feature Extraction

    mixedbread-ai/mxbai-embed-large-v1

    5.1M
    809
    sentence-transformers
    Sentence Similarity

    sentence-transformers/paraphrase-MiniLM-L6-v2

    4.6M
    148
    sentence-transformers
    Feature Extraction

    facebook/w2v-bert-2.0

    4.4M
    217
    transformers
    Feature Extraction

    BAAI/bge-small-zh-v1.5

    3.9M
    116
    transformers
    Feature Extraction

    jinaai/jina-embeddings-v3

    3.8M
    1,144
    transformers
    Feature Extraction

    Xenova/all-MiniLM-L6-v2

    3.6M
    121
    transformers.js
    Sentence Similarity

    intfloat/e5-large-v2

    3.5M
    279
    sentence-transformers
    Sentence Similarity

    sentence-transformers/multi-qa-mpnet-base-dot-v1

    3.1M
    192
    sentence-transformers
    Image Feature Extraction

    facebook/dinov2-large

    3.0M
    113
    transformers
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