embedding · Ollama Search

embeddinggemma

EmbeddingGemma is a 300M parameter embedding model from Google.

embedding 300m

56.6K Pulls 5 Tags Updated 3 weeks ago

nomic-embed-text

A high-performing open embedding model with a large token context window.

embedding

42.2M Pulls 3 Tags Updated 1 year ago

mxbai-embed-large

State-of-the-art large embedding model from mixedbread.ai

embedding 335m

5M Pulls 4 Tags Updated 1 year ago

all-minilm

Embedding models on very large sentence level datasets.

embedding 22m 33m

1.6M Pulls 10 Tags Updated 1 year ago

snowflake-arctic-embed

A suite of text embedding models by Snowflake, optimized for performance.

embedding 22m 33m 110m 137m 335m

906.6K Pulls 16 Tags Updated 1 year ago

snowflake-arctic-embed2

Snowflake's frontier embedding model. Arctic Embed 2.0 adds multilingual support without sacrificing English performance or scalability.

embedding 568m

172.3K Pulls 3 Tags Updated 10 months ago

bge-large

Embedding model from BAAI mapping texts to vectors.

embedding 335m

133.5K Pulls 3 Tags Updated 1 year ago

granite-embedding

The IBM Granite Embedding 30M and 278M models models are text-only dense biencoder embedding models, with 30M available in English only and 278M serving multilingual use cases.

embedding 30m 278m

102.1K Pulls 6 Tags Updated 9 months ago

qwen3-embedding

Building upon the foundational models of the Qwen3 series, Qwen3 Embedding provides a comprehensive range of text embeddings models in various sizes

embedding 0.6b 4b 8b

16.7K Pulls 12 Tags Updated 1 week ago

jeffh/intfloat-multilingual-e5-large-instruct

multilingual e5 large instruct embedding model from intfloat

embedding

381.8K Pulls 3 Tags Updated 8 months ago

shaw/dmeta-embedding-zh

https://huggingface.co/DMetaSoul/Dmeta-embedding-zh

embedding

185.7K Pulls 1 Tag Updated 5 months ago

jina/jina-embeddings-v2-base-de

Text embedding model (base) for English and German input of size up to 8192 tokens

embedding

167.7K Pulls 1 Tag Updated 1 year ago

znbang/bge

BAAI General Embedding

embedding

167.2K Pulls 16 Tags Updated 1 year ago

unclemusclez/jina-embeddings-v2-base-code

(Updated: 07/1/2024) https://huggingface.co/jinaai/jina-embeddings-v2-base-code

embedding

80.3K Pulls 15 Tags Updated 1 year ago

avr/sfr-embedding-mistral

An embedding model created by Salesforce Research that you can use for semantic search. Currently the best open source embedding model on MTEB.

31.4K Pulls 4 Tags Updated 1 year ago

dengcao/Qwen3-Embedding-0.6B

Alibaba's text embedding model.Qwen3-Embedding-0.6B has the following features: Model Type: Text Embedding Supported Languages: 100+ Languages Number of Paramaters: 0.6B Context Length: 32k Embedding Dimension: Up to 1024, supports user-defined output...

tools thinking

25.9K Pulls 2 Tags Updated 3 months ago

dengcao/Qwen3-Embedding-8B

Alibaba's text embedding model.Qwen3-Embedding-8B has the following features: Model Type: Text Embedding Supported Languages: 100+ Languages Number of Paramaters: 8B Context Length: 32k Embedding Dimension: Up to 4096, supports user-defined output...

tools thinking

22.2K Pulls 4 Tags Updated 3 months ago

jina/jina-embeddings-v2-base-es

Text embedding model (base) for English and Spanish input of size up to 8192 tokens

embedding

15.9K Pulls 1 Tag Updated 1 year ago

jina/jina-embeddings-v2-base-en

Text embedding model (base) for input of size up to 8192 tokens

embedding

13.6K Pulls 1 Tag Updated 1 year ago

dengcao/Qwen3-Embedding-4B

Alibaba's text embedding model.Qwen3-Embedding-4B has the following features: Model Type: Text Embedding Supported Languages: 100+ Languages Number of Paramaters: 4B Context Length: 32k Embedding Dimension: Up to 2560, supports user-defined output ...

tools thinking

12.2K Pulls 4 Tags Updated 3 months ago