Embeddings Models

Browse top embeddings models for your multimodal pipelines.

1,539 models available

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Showing 1–24 of 1,539 models

Sentence Similarity

sentence-transformers/all-MiniLM-L6-v2

259.8M

4,825

sentence-transformers

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Feature Extraction

BAAI/bge-small-en-v1.5

49.1M

471

sentence-transformers

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Sentence Similarity

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

49.1M

1,237

sentence-transformers

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Sentence Similarity

sentence-transformers/all-mpnet-base-v2

34.9M

1,295

sentence-transformers

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Sentence Similarity

BAAI/bge-m3

29.1M

3,033

sentence-transformers

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Sentence Similarity

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

17.1M

833

sentence-transformers

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Feature Extraction

BAAI/bge-large-en-v1.5

14.7M

667

sentence-transformers

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Feature Extraction

BAAI/bge-base-en-v1.5

9.3M

426

sentence-transformers

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Sentence Similarity

intfloat/multilingual-e5-small

8.6M

324

sentence-transformers

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Sentence Similarity

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

7.3M

463

sentence-transformers

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Feature Extraction

intfloat/multilingual-e5-large

7.2M

1,193

sentence-transformers

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Feature Extraction

Qwen/Qwen3-Embedding-0.6B

7.0M

1,034

sentence-transformers

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Sentence Similarity

nomic-ai/nomic-embed-text-v1

6.7M

570

sentence-transformers

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Sentence Similarity

intfloat/multilingual-e5-base

5.7M

358

sentence-transformers

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Feature Extraction

mixedbread-ai/mxbai-embed-large-v1

4.7M

803

sentence-transformers

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Image Feature Extraction

facebook/dinov2-large

4.3M

111

transformers

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Feature Extraction

Xenova/all-MiniLM-L6-v2

4.1M

118

transformers.js

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Sentence Similarity

FinLang/finance-embeddings-investopedia

3.9M

sentence-transformers

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Feature Extraction

facebook/w2v-bert-2.0

3.6M

217

transformers

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Feature Extraction

jinaai/jina-embeddings-v3

3.6M

1,144

transformers

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Sentence Similarity

sentence-transformers/paraphrase-MiniLM-L6-v2

3.5M

148

sentence-transformers

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Sentence Similarity

sentence-transformers/all-MiniLM-L12-v2

3.5M

312

sentence-transformers

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Image Feature Extraction

facebook/dinov2-base

3.3M

180

transformers

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Feature Extraction

Xenova/multilingual-e5-small

3.2M

transformers.js

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