---
title: "model2vec"
type: "tool"
slug: "minishlab-model2vec"
canonical_url: "https://www.graphcanon.com/tools/minishlab-model2vec"
github_url: "https://github.com/MinishLab/model2vec"
homepage_url: "https://minish.ai/packages/model2vec/introduction"
stars: 2146
forks: 121
primary_language: "Python"
license: "MIT"
archived: false
categories: ["vector-databases", "model-training"]
tags: ["embeddings", "ai", "nlp", "machine-learning", "python", "sentence-transformers", "model2vec", "word-embeddings"]
updated_at: "2026-07-11T11:29:36.193592+00:00"
---

# model2vec

> Fast State-of-the-Art Static Embeddings

Fast State-of-the-Art Static Embeddings

## Facts

- Repository: https://github.com/MinishLab/model2vec
- Homepage: https://minish.ai/packages/model2vec/introduction
- Stars: 2,146 · Forks: 121 · Open issues: 3 · Watchers: 15
- Primary language: Python
- License: MIT
- Last pushed: 2026-06-06T05:28:57+00:00

## Trust & health

_Signals computed from public GitHub metadata. Not a security guarantee._

- Maintenance: Steady (computed 2026-07-11T11:29:34.379Z)
- Security scan: No lockfile (0 critical, 0 high, 0 medium, 0 low) · last scan 2026-07-11T11:29:35.173Z
- Full report: [trust report](/tools/minishlab-model2vec/trust.md) · [JSON](https://www.graphcanon.com/api/graphcanon/tools/minishlab-model2vec/trust)

## Categories

- [Vector Databases](/categories/vector-databases.md)
- [Model Training](/categories/model-training.md)

## Tags

embeddings, ai, nlp, machine-learning, python, sentence-transformers, model2vec, word-embeddings

## Category neighbours (exploratory)

_Same-category tools for discovery only - not curated alternatives. Cap shown at six._

- [litgpt](/tools/lightning-ai-litgpt.md) - High-performance LLMs with recipes for pretraining, finetuning and deployment (★ 13,473) [Very active]
- [open-llms](/tools/eugeneyan-open-llms.md) - A list of open LLMs available for commercial use. (★ 12,825) [Dormant]
- [awesome-LLM-resources](/tools/wangrongsheng-awesome-llm-resources.md) - Summary of the world's best LLM resources. (★ 8,668) [Very active]
- [train-llm-from-scratch](/tools/fareedkhan-dev-train-llm-from-scratch.md) - A straightforward method for training your LLM, from downloading data to generating text. (★ 8,241) [Active]
- [mteb](/tools/embeddings-benchmark-mteb.md) - State-of-the-art evaluation of embeddings across languages and modalities (★ 3,349) [Very active]
- [Awesome-LLM-Compression](/tools/huangowen-awesome-llm-compression.md) - Awesome LLM compression research papers and tools to accelerate LLM training and inference. (★ 1,848) [Active]

_+ 2 more not listed._

---

**Machine-readable endpoints**

- JSON: [`/api/graphcanon/tools/minishlab-model2vec`](/api/graphcanon/tools/minishlab-model2vec)
- LLM index: [/llms.txt](/llms.txt)
- Full corpus: [/llms-full.txt](/llms-full.txt)

_GraphCanon - The knowledge graph for AI development. https://www.graphcanon.com/_