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    Embeddings Models

    Browse top embeddings models for your multimodal pipelines.

    1,583 models available

    Showing 124 of 1,583 models

    Sentence Similarity

    sentence-transformers/all-MiniLM-L6-v2

    261.0M
    4,865
    sentence-transformers
    Feature Extraction

    BAAI/bge-small-en-v1.5

    53.8M
    475
    sentence-transformers
    Sentence Similarity

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

    49.7M
    1,248
    sentence-transformers
    Sentence Similarity

    sentence-transformers/all-mpnet-base-v2

    35.5M
    1,300
    sentence-transformers
    Sentence Similarity

    BAAI/bge-m3

    31.2M
    3,065
    sentence-transformers
    Sentence Similarity

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

    17.7M
    840
    sentence-transformers
    Feature Extraction

    BAAI/bge-large-en-v1.5

    15.0M
    675
    sentence-transformers
    Feature Extraction

    BAAI/bge-base-en-v1.5

    9.5M
    430
    sentence-transformers
    Sentence Similarity

    intfloat/multilingual-e5-small

    8.6M
    330
    sentence-transformers
    Feature Extraction

    Qwen/Qwen3-Embedding-0.6B

    8.4M
    1,045
    sentence-transformers
    Sentence Similarity

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

    7.9M
    463
    sentence-transformers
    Feature Extraction

    intfloat/multilingual-e5-large

    7.4M
    1,197
    sentence-transformers
    Sentence Similarity

    nomic-ai/nomic-embed-text-v1

    6.4M
    572
    sentence-transformers
    Sentence Similarity

    intfloat/multilingual-e5-base

    6.0M
    359
    sentence-transformers
    Feature Extraction

    mixedbread-ai/mxbai-embed-large-v1

    4.8M
    806
    sentence-transformers
    Sentence Similarity

    sentence-transformers/all-MiniLM-L12-v2

    4.7M
    312
    sentence-transformers
    Sentence Similarity

    sentence-transformers/paraphrase-MiniLM-L6-v2

    4.3M
    148
    sentence-transformers
    Feature Extraction

    facebook/w2v-bert-2.0

    4.1M
    217
    transformers
    Feature Extraction

    jinaai/jina-embeddings-v3

    4.0M
    1,144
    transformers
    Feature Extraction

    Xenova/all-MiniLM-L6-v2

    3.7M
    120
    transformers.js
    Feature Extraction

    BAAI/bge-small-zh-v1.5

    3.3M
    114
    transformers
    Sentence Similarity

    FinLang/finance-embeddings-investopedia

    3.3M
    65
    sentence-transformers
    Sentence Similarity

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

    3.2M
    192
    sentence-transformers
    Image Feature Extraction

    facebook/dinov2-large

    2.9M
    111
    transformers
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