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Updated docs
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Pringled committed Feb 9, 2025
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Model2Vec is a technique to turn any sentence transformer into a really small static model, reducing model size by a factor up to 50 and making the models up to 500 times faster, with a small drop in performance. Our [best model](https://huggingface.co/minishlab/potion-base-8M) is the most performant static embedding model in the world. See our results [here](results/README.md), or dive in to see how it works.

## Table of Contents
[Quickstart](#quickstart) | [Updates & Announcements](#updates--announcements) | [Main Features](#main-features) | [What is Model2Vec?](#what-is-model2vec) | [Documentation](#documentation) | [Model List](#model-list) | [Results](#results)

<!-- ## Table of Contents
- [Quickstart](#quickstart)
- [Updates & Announcements](#updates--announcements)
- [Main Features](#main-features)
- [What is Model2Vec?](#what-is-model2vec)
- [Documentation](#documentation)
- [Model List](#model-list)
- [Results](#results)
- [Results](#results) -->

## Quickstart

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