Unsloth

---
name: community-unsloth
description: Expert guidance for fast fine-tuning with Unsloth - 2-5x faster
  training, 50-80% less memory, LoRA/QLoRA optimization
version: 1.0.0
author: Orchestra Research
license: MIT
dependencies:
  - unsloth
  - torch
  - transformers
  - trl
  - datasets
  - peft
metadata:
  community:
    tags:
      - Fine-Tuning
      - Unsloth
      - Fast Training
      - LoRA
      - QLoRA
      - Memory-Efficient
      - Optimization
      - Llama
      - Mistral
      - Gemma
      - Qwen
  upstream_import:
    original_name: unsloth
    source: community catalog active profile ~/.argent/skills
---

# 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

<!-- Trigger re-upload 1763621536 -->