embedders · Ollama Search

snowflake-arctic-embed2

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

embedding 568m

180.4K Pulls 3 Tags Updated 11 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

103.4K Pulls 12 Tags Updated 1 month ago

shaw/dmeta-embedding-zh-small-q4

The Q4_K_M quantized version of dmeta-embedding-zh-small.

embedding

901 Pulls 1 Tag Updated 1 year ago

shaw/dmeta-embedding-zh-q4

The Q4_K_M quantized version of dmeta-embedding-zh.

embedding

807 Pulls 1 Tag Updated 1 year ago

MadMind/Qwen3-Embedding-8B-GGUF-Q4_K_M

Embedding version of hf.co/Qwen/Qwen3-Embedding-8B-GGUF:Q4_K_M

tools

325 Pulls 1 Tag Updated 4 months ago

aligh4699/heydariAI-persian-embeddings

This model is an Ollama version of heydariAI-persian-embeddings from Hugging Face. This is fine-tuned version of xlm-roberta-base, specifically trained on a massive corpus of Persian data to create high-quality contextual embedding for Persian usages.

embedding

233 Pulls 1 Tag Updated 3 months ago

alishendi/persian-embeddings

This model is a GGUF version of embedding model which exists in this huggingface repository: https://huggingface.co/heydariAI/persian-embeddings

embedding

97 Pulls 1 Tag Updated 3 months ago

twine/noinstruct-small-embedding-v0

q8_0 version of https://huggingface.co/avsolatorio/NoInstruct-small-Embedding-v0 , all credit to that person. I just made this version as an experiment and this model seemed interesting

embedding

21 Pulls 1 Tag 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.

31.6K Pulls 4 Tags Updated 1 year ago

oscardp96/medcpt-query

MedCPT generates embeddings of biomedical texts that can be used for semantic search (dense retrieval). Compute the embeddings of short texts (e.g., questions, search queries, sentences).

embedding

71 Pulls 1 Tag Updated 7 months ago

jina/jina-embeddings-v2-base-de

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

embedding

175.2K Pulls 1 Tag Updated 1 year ago

milkey/gte

General Text Embeddings (GTE) model. Towards General Text Embeddings with Multi-stage Contrastive Learning trained by Alibaba DAMO Academy.

embedding

2,634 Pulls 2 Tags Updated 1 year ago

joanfm/jina-embeddings-v2-base-de

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

embedding

557 Pulls 1 Tag Updated 1 year ago

ALIENTELLIGENCE/embeddedsystemsengineer

AI Embedded Systems Engineer

tools

85 Pulls 1 Tag 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...

embedding

28.9K Pulls 2 Tags Updated 3 weeks 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

24.1K Pulls 4 Tags Updated 3 weeks 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 ...

embedding tools thinking

14.1K Pulls 4 Tags Updated 3 weeks ago

manutic/nomic-embed-code

nomic-embed-code is a state-of-the-art code embedding model that excels at code retrieval tasks. High Performance: Outperforms Voyage Code 3 and OpenAI Embed 3 Large on CodeSearchNet Supported Languages: Python, Java, Ruby, PHP, JavaScript, and Go

tools 7b

3,582 Pulls 4 Tags Updated 5 months ago

sam860/granite-embedding-multilingual

Embedding models supporting multiple languages, made by the IBM-Granite team, in 2 (small) sizes

embedding

513 Pulls 4 Tags Updated 10 months ago

sam860/granite-embedding-english

Embedding models for English language, made by the IBM-Granite team, in 2 (small) sizes

embedding

72 Pulls 4 Tags Updated 10 months ago