unsloth

提供 Unsloth 的快速微调与显存/速度优化方案与实践。

要把模型快速微调、又想省显存和加速训练就靠它。unsloth 给出一套实战级优化方案（常见可达 2–5 倍训练速度和 50–80% 显存节省），并支持 LoRA/QLoRA 等轻量化方法。适合在资源有限的环境里做快速迭代或部署微调模型。亮点是把工程化的显存/速度技巧和易用接口都整理好了。

# 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 wi