Unsloth

by Orchestra-Research

Unsloth is an AI Engineering skill for Claude Code, published by Orchestra-Research in AI-Research-SKILLs.

11.6K stars838 forkson Orchestra-Research/AI-Research-SKILLsAdded 2026/07/19+1% in starsRepository updated 2026/06/16

View source on GitHub Download repo ZIP

aiai-researchclaudeclaude-codeclaude-skillscodexgeminigpt-5grpohuggingfacemachine-leanringmegatronskillsvllm

Install in seconds

Install Unsloth

Copy Unsloth into your Claude Code skills folder. Run the command in your terminal, or review the source on GitHub before installing.

terminal

npx degit https://github.com/Orchestra-Research/AI-Research-SKILLs/tree/main/03-fine-tuning/unsloth ~/.claude/skills/unsloth

Requires Node.js. Downloads this skill only — not the rest of the repository — into your Claude Code skills folder.

Without Node.js

git clone https://github.com/Orchestra-Research/AI-Research-SKILLs.git

Clones the whole repository, then copy the skill’s own directory into your skills folder yourself.

In this catalog

Source file: 03-fine-tuning/unsloth/SKILL.md in Orchestra-Research/AI-Research-SKILLs
Installs to: ~/.claude/skills/unsloth
Collection: One of 50 skills cataloged from this repository
Category: AI Engineering — 3670 skills

What Unsloth does

Provides expert guidance for fine-tuning large language models with Unsloth, achieving 2-5x faster training and 50-80% less memory using LoRA/QLoRA optimization. Use when implementing, debugging, or learning best practices for Unsloth.

Unsloth is cataloged under AI Engineering on DirSkills. Unsloth comes from a repository tagged ai, ai-research, claude, claude-code and claude-skills.

Documentation

README

Excerpt

Unsloth Skill

Comprehensive assistance with unsloth development, generated from official documentation.

When to Use This Skill

This skill should be triggered when:

Working with unsloth
Asking about unsloth features or APIs
Implementing unsloth solutions
Debugging unsloth code
Learning unsloth best practices

llms-txt.md - Llms-Txt documentation

Use view to read specific reference files when detailed information is needed.

Working with This Skill

For Beginners

Start with the getting_started or tutorials reference files for foundational concepts.

This is the opening of the README. Read the full README on GitHub.

Frequently asked about Unsloth

What else does Orchestra-Research publish alongside Unsloth?
Unsloth is one of 50 skills that DirSkills catalogs from Orchestra-Research/AI-Research-SKILLs, the repository it ships in. Its siblings there include AWQ Quantization, Autoresearch and Axolotl. Each one is a separate skill with its own page in this directory, installs the same way Unsloth does, and is maintained by Orchestra-Research in that same repository. The rest of the collection is listed on the Orchestra-Research/AI-Research-SKILLs page.
How does Unsloth compare to other AI Engineering skills?
Unsloth ranks #368 by stars among the 3670 AI Engineering skills in this catalog. The most-starred ones next to it are Architecture Decision Records, AI-First Engineering and Agentic OS. DirSkills ranks by the star count of the repository each skill ships in, so that order reflects how popular those repositories are rather than any review of Unsloth against them. Open each page to compare what they document and how they install.