embedding · Ollama

embeddinggemma

EmbeddingGemma is a 300M parameter embedding model from Google.

embedding 300m

924.5K Pulls 5 Tags Updated 7 months ago

nomic-embed-text-v2-moe

nomic-embed-text-v2-moe is a multilingual MoE text embedding model that excels at multilingual retrieval.

embedding

157K Pulls 1 Tag Updated 3 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

1.6M Pulls 12 Tags Updated 6 months ago

nomic-embed-text

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

embedding

63.1M Pulls 3 Tags Updated 2 years ago

mxbai-embed-large

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

embedding 335m

9.2M Pulls 4 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

2.9M Pulls 16 Tags Updated 1 year ago

all-minilm

Embedding models on very large sentence level datasets.

embedding 22m 33m

2.9M Pulls 10 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

320.6K 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

299.2K Pulls 6 Tags Updated 1 year ago

bge-large

Embedding model from BAAI mapping texts to vectors.

embedding 335m

248K Pulls 3 Tags Updated 1 year ago

nemotron-cascade-2

An open 30B MoE model from NVIDIA with 3B activated parameters that delivers strong reasoning and agentic capabilities.

tools thinking 30b

65.5K Pulls 3 Tags Updated 2 weeks ago

charaf/qwen3-vl-embedding-8b

vision embedding tools thinking

41 Pulls 1 Tag Updated 2 days ago

xagi/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

7 Pulls 2 Tags Updated yesterday

MedAIBase/Qwen3-VL-Embedding

The Qwen3-VL-Embedding model series are the latest additions to the Qwen family, built upon the recently open-sourced and powerful Qwen3-VL foundation model.

2b

1,488 Pulls 3 Tags Updated 2 months ago

aksh-desai/qwen3-vl-embedding

511 Pulls 6 Tags Updated 1 month ago

fervent_mcclintock/Qwen3-VL-Embedding-2B

vision

220 Pulls 2 Tags Updated 1 month ago

KaLM-Embedding/KaLM-Embedding-Gemma3-12B-2511

225 Pulls 1 Tag Updated 4 months ago

frob/KaLM-Embedding-Gemma3-12B-2511

embedding

115 Pulls 1 Tag Updated 3 months 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...

embedding

38K Pulls 2 Tags Updated 5 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...

embedding tools thinking

34.6K Pulls 4 Tags Updated 5 months ago