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embedders · Ollama
Search for models on Ollama.
  • 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

    1.9M  Pulls 12  Tags Updated  8 months ago

  • snowflake-arctic-embed2

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

    embedding 568m

    395.7K  Pulls 3  Tags Updated  1 year ago

  • Unitymbed/unitymbed

    unitymbed:v1 is a fine-tuned thinking model specialized for embedded systems development on ARM Cortex microcontrollers. Built on top of DeepSeek R1 8B, it is optimized for generating, debugging, and explaining embedded C/C++ code across the full devel

    thinking

    116  Pulls 1  Tag Updated  2 months ago

  • DedeProgames/orion-embedding

    Orion Embedding offers a good, comprehensive range of text embedding templates in 2 sizes.

    embedding 22m 4b

    29  Pulls 2  Tags Updated  2 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

    631  Pulls 1  Tag Updated  10 months ago

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

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

    tools

    516  Pulls 1  Tag Updated  11 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

    150  Pulls 1  Tag Updated  9 months ago

  • jettanakorn/JFOX-AI

    JFOX-AI as an Embedded Diagnostic Copilot. This turns JFOX-AI into a true copilot for drone test engineers, aligning perfectly with your work at JFOX Aircraft, Beluga Firehawk Team and the Readbee Team.

    tools

    5  Pulls 1  Tag Updated  4 months ago

  • shaw/dmeta-embedding-zh-small-q4

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

    embedding

    1,070  Pulls 1  Tag Updated  2 years ago

  • shaw/dmeta-embedding-zh-q4

    The Q4_K_M quantized version of dmeta-embedding-zh.

    embedding

    856  Pulls 1  Tag Updated  2 years 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

    127  Pulls 1  Tag Updated  1 year ago

  • 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

    2,284  Pulls 3  Tags Updated  4 months 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.

    32.8K  Pulls 4  Tags Updated  2 years 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

    268  Pulls 1  Tag Updated  1 year ago

  • demonbyron/embeddinggemma-300m-lawvault

    EmbeddingGemma-300M-LawVault is a high-performance embedding model fine-tuned specifically for Chinese Legal RAG (Retrieval-Augmented Generation) scenarios.

    embedding

    134  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

    340.4K  Pulls 1  Tag Updated  2 years ago

  • milkey/gte

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

    embedding

    3,190  Pulls 2  Tags Updated  2 years ago

  • joanfm/jina-embeddings-v2-base-de

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

    embedding

    588  Pulls 1  Tag Updated  2 years ago

  • ALIENTELLIGENCE/embeddedsystemsengineer

    AI Embedded Systems Engineer

    tools

    122  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

    41.9K  Pulls 2  Tags Updated  7 months ago

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