> ## Documentation Index
> Fetch the complete documentation index at: https://docs.tinfoil.sh/llms.txt
> Use this file to discover all available pages before exploring further.

# Embedding models

> Embedding models available on Tinfoil for semantic search, similarity, and clustering.

> [card]
>
> ![Nomic](https://mintcdn.com/tinfoil/7kpqELCdP4WIVCil/images/model-icons/nomic.png?fit=max\&auto=format\&n=7kpqELCdP4WIVCil\&q=85\&s=6568d64fd1a8b8110bf3354c1c8e78cd)
>
> Nomic Embed Text v1.5
>
> [`nomic-embed-text`](#nomic-embed-text)
>
> **Dimensions:** 768
>
> **Quantization:** None (served in FP32)
>
> **Strengths:** Long-context embeddings, Matryoshka dimensionality
>
> **Best for:** Semantic search, document similarity, clustering
>
> **Model weights:** [nomic-ai/nomic-embed-text-v1.5](https://huggingface.co/nomic-ai/nomic-embed-text-v1.5)
>
> **Configuration repo:** [tinfoilsh/confidential-nomic-embed-text](https://github.com/tinfoilsh/confidential-nomic-embed-text)


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