Train and run local AI models
Unsloth is a library that accelerates the training and execution of large language models (LLM) and diffusion models in a native environment. It makes fine-tuning processes of popular models more accessible by optimizing memory usage.
Updates
- October 24, 2026: Stars 78,300 → 78,491, latest release v0.1.910-beta (October 23, 2026).
- October 20, 2026: Stars 78,100 → 78,300, latest release v0.1.909-beta (October 19, 2026).
- October 16, 2026: Stars 77,941 → 78,100, latest release v0.1.908-beta (October 15, 2026).
- October 13, 2026: Stars 77,879 → 77,941, latest release v0.1.907-beta (October 13, 2026).
What you get
- Run large language models and rendering tools on your local computer.
- Perform fine-tuning processes twice as fast and with 70% less memory usage.
- Integrate software development agents like Claude Code with your native models.
Installation
curl -fsSL https://unsloth.ai/install.sh | shRunning it
unsloth start claudeIf you don't write code
I want to train an AI model on my local computer using Unsloth. Can you explain step by step the optimal configuration settings that will allow me to use my hardware resources in the most efficient way, optimize memory usage and speed up the fine-tuning process?
Repository: https://github.com/unslothai/unsloth. Follow the official instructions in the README of this repository for setup and execution.
Before starting, check which OS we are on and if the necessary tools (e.g., Python, Node.js, Git, Docker) are installed. Install any missing ones step-by-step according to this system.
Create a new, empty folder to work in. Do not touch any files outside this folder and do not delete anything. Tell me what you are going to do in one sentence before running each command.
Tell me what I should see on the screen at the end of each step. If an error occurs, I will paste the error message to you exactly as it is, and we will fix it together.
Related dictionary terms
Links
TreScout did not build this tool · we found it in GitHub trends and wrote it up. This page describes the repository as of 2026-08-14: The star count and our text belong to that day, the repository may have changed since. Check the repository link for the current state. The introductory text was prepared with AI from the repository's own documentation, and this page was machine-translated from the Turkish original · the Turkish version prevails.