---
title: "Using Scikit-LLM with Open-Source LLMs"
date: 2026-06-04
source: https://machinelearningmastery.com/using-scikit-llm-with-open-source-llms/
description: "This article will teach you how to perform a language task like text classification by integrating locally hosted large language models (LLMs) of manageable size, like Mistral, Gemma, and Llama 3: all for free thanks to Ollama — a free repository for local LLMs — and the Scikit-LLM Python library."
---

# Using Scikit-LLM with Open-Source LLMs

This article will teach you how to perform a language task like text classification by integrating locally hosted large language models (LLMs) of manageable size, like Mistral, Gemma, and Llama 3: all for free thanks to Ollama — a free repository for local LLMs — and the Scikit-LLM Python library.

*Published: 2026-06-04*