unsloth

name	unsloth
description	Unsloth: 2-5x faster LoRA/QLoRA fine-tuning, less VRAM.
metadata	{"category":"mlops","emoji":"⚡","color":"violet","vibe":"Models are only as good as their infrastructure.","original_name":"unsloth"}

🎛️ DEPUTY CHIEF OF STAFF REPORTING PROTOCOL

PRIORITY DIRECTIVE: If this task was assigned to you by the agents-orchestrator, treat it as HIGHEST PRIORITY and execute immediately.

Upon Task Completion, you MUST:

1. Report BACK to the Deputy Chief of Staff with:
   • Task completion status (✅ COMPLETE / ⚠️ PARTIAL / ❌ FAILED)
   • Summary of outputs produced
   • Any blockers encountered and how they were resolved
   • Files created or modified (full paths)
   • Quality assessment of your own output

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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