Embeddings Models

Browse top embeddings models for your multimodal pipelines.

1,300 models available

Schedule Demo Read Documentation

Showing 1–24 of 1,300 models

Sentence Similarity

sentence-transformers/all-MiniLM-L6-v2

213.1M

4,724

sentence-transformers

View Details

Sentence Similarity

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

37.8M

1,208

sentence-transformers

View Details

Sentence Similarity

sentence-transformers/all-mpnet-base-v2

34.8M

1,282

sentence-transformers

View Details

Feature Extraction

BAAI/bge-small-en-v1.5

25.7M

446

sentence-transformers

View Details

Sentence Similarity

BAAI/bge-m3

18.2M

2,946

sentence-transformers

View Details

Sentence Similarity

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

13.5M

805

sentence-transformers

View Details

Feature Extraction

BAAI/bge-large-en-v1.5

12.4M

653

sentence-transformers

View Details

Feature Extraction

BAAI/bge-base-en-v1.5

7.3M

412

sentence-transformers

View Details

Feature Extraction

intfloat/multilingual-e5-large

6.9M

1,182

sentence-transformers

View Details

Sentence Similarity

nomic-ai/nomic-embed-text-v1

6.0M

563

sentence-transformers

View Details

Feature Extraction

Qwen/Qwen3-Embedding-0.6B

5.8M

994

sentence-transformers

View Details

Sentence Similarity

intfloat/multilingual-e5-small

5.5M

307

sentence-transformers

View Details

Image Feature Extraction

timm/vit_base_patch14_dinov2.lvd142m

4.8M

timm

View Details

Sentence Similarity

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

4.4M

458

sentence-transformers

View Details

Feature Extraction

mixedbread-ai/mxbai-embed-large-v1

4.2M

787

sentence-transformers

View Details

Image Feature Extraction

google/vit-base-patch16-224-in21k

4.2M

404

transformers

View Details

Sentence Similarity

sentence-transformers/paraphrase-MiniLM-L6-v2

3.4M

146

sentence-transformers

View Details

Feature Extraction

facebook/w2v-bert-2.0

3.4M

213

transformers

View Details

Sentence Similarity

intfloat/multilingual-e5-base

3.0M

352

sentence-transformers

View Details

Sentence Similarity

sentence-transformers/all-MiniLM-L12-v2

2.8M

304

sentence-transformers

View Details

Feature Extraction

jinaai/jina-embeddings-v3

2.5M

1,139

transformers

View Details

Sentence Similarity

Alibaba-NLP/gte-multilingual-base

2.4M

357

sentence-transformers

View Details

Image Feature Extraction

facebook/dinov2-small

2.4M

transformers

View Details

Feature Extraction

Xenova/all-MiniLM-L6-v2

2.4M

114

transformers.js

View Details

...

1 / 55

Connectors

Retrievers