Skill2.7k repo starsupdated 7d ago

unsloth

Unsloth provides expert guidance for optimizing large language model fine-tuning through specialized LoRA and QLoRA techniques, delivering two to five times faster training speeds with fifty to eighty percent reduced memory consumption. Use this skill when implementing efficient fine-tuning workflows, debugging performance issues, or seeking best practices for low-rank adaptation optimization in LLM projects.

View source Repository: moltis

Install in Claude Code

Copy

git clone --depth 1 https://github.com/moltis-org/moltis /tmp/unsloth && cp -r /tmp/unsloth/crates/skills/src/assets/mlops/training/unsloth ~/.claude/skills/unsloth

Then start a new Claude Code session; the skill loads automatically.

Definition

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 documentation
- Table of contents for quick navigation

### scripts/
Add helper scripts here for common automation tasks.

### assets/
Add templates, boilerplate, or example projects here.

## Notes

- This skill was automatically generated from official documentation
- Reference files preserve the structure and examples from source docs
- Code examples include language detection for better syntax highlighting
- Quick reference patterns are extracted from common usage examples in the docs

## Updating

To refresh this skill with updated documentation:
1. Re-run the scraper with the same configuration
2. The skill will be rebuilt with the latest information