unsloth
GitHub提供 Unsloth 快速微调专家指导，实现2-5倍加速及显著内存节省。支持 LoRA/QLoRA 优化，涵盖功能查询、API使用、代码调试及最佳实践学习，适用于 Unsloth 开发全流程。
Trigger Scenarios
Install
npx skills add foryourhealth111-pixel/Vibe-Skills --skill unsloth -g -y
SKILL.md
Frontmatter
{
"name": "unsloth",
"tags": [
"Fine-Tuning",
"Unsloth",
"Fast Training",
"LoRA",
"QLoRA",
"Memory-Efficient",
"Optimization",
"Llama",
"Mistral",
"Gemma",
"Qwen"
],
"author": "Orchestra Research",
"license": "MIT",
"version": "1.0.0",
"description": "Expert guidance for fast fine-tuning with Unsloth - 2-5x faster training, 50-80% less memory, LoRA\/QLoRA optimization",
"dependencies": [
"unsloth",
"torch",
"transformers",
"trl",
"datasets",
"peft"
]
}
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:
- Re-run the scraper with the same configuration
- The skill will be rebuilt with the latest information
Version History
- f627ab5 Current 2026-07-25 04:48
Dependencies
-
required
unsloth -
required
torch - required transformers
- required trl
-
required
datasets -
required
peft
