Agent skill · AI & Agents

unsloth

Expert guidance for fast fine-tuning with Unsloth - 2-5x faster training, 50-80% less memory, LoRA/QLoRA optimization

OpenRaisergithub.com/OpenRaiserGitHub ↗
claude-codeMIT
Install
npx skills add OpenRaiser/NanoResearch --skill unsloth --agent claude-code

Same command for any agent — swap --agent for codex, cursor, copilot.

Facts
Files in the skill folder: 5
SKILL.md size: 2 KB
Bundled scripts: none
Version: 1.0.0
Declared author: Orchestra Research
Requires: [unsloth, torch, transformers, trl, datasets, peft]
Path: skills/vendor-ai-research/unsloth/SKILL.md
Open the folder on GitHub →
Where it comes from
Stars: 1,480
Language: Python

Weekly change comes from our own snapshots, not the repository page — it measures attention, not adoption.

From the SKILL.md

# 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 ## Quick Reference ### Common Patterns *Quick reference patterns will be added as you use the skill.* ## Reference Files This skill includes comprehensive documentation in `references/`: - **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. ### For Specific Features Use the appropriate category reference file (api, guides, etc.) for detailed information. ### For Code Examples The quick reference section above contains common patterns extracted from the official docs. ## Resources ### references/ Organized documentation extracted from official sources. These files contain: - Detailed explanations - Code examples with language annotations - Links to original documenta

What's inside
Steps it walks through
  1. When to Use This Skill
  2. Quick Reference
  3. Common Patterns
  4. Reference Files
  5. Working with This Skill
  6. For Beginners
  7. For Specific Features
  8. For Code Examples
  9. Resources
  10. references/
  11. scripts/
  12. assets/
  13. Notes
  14. Updating
Ships with 4 files
  • references/index.md
  • references/llms-full.md
  • references/llms-txt.md
  • references/llms.md
More from NanoResearch
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About this skill
What does the unsloth skill do?

Expert guidance for fast fine-tuning with Unsloth - 2-5x faster training, 50-80% less memory, LoRA/QLoRA optimization

How do I install it?

Run `npx skills add OpenRaiser/NanoResearch --skill unsloth --agent claude-code` — it drops the skill into your project so the agent can pick it up. Swap the --agent value for codex, cursor or copilot if you use one of those.

Where does this skill come from?

From OpenRaiser/NanoResearch, a repository with 1,480 stars. We read it straight from the repository tree rather than a submitted listing, so what you see here is what is actually published.

Is a popular skill a good skill?

Not necessarily. Stars measure attention, not adoption — a repository can trend for a week and be abandoned. That is why we show the weekly change from our own snapshots next to the total, instead of a single flattering number.

Keep going