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unsloth

zechenzhangAGI
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デザインunslothfine-tuningfast-trainingloraqloramemory-efficientoptimizationllamamistralgemmaqwen

について

このスキルは、Unslothを使用した高速ファインチューニングに関する専門的なガイダンスを提供し、トレーニング速度を2~5倍向上させ、メモリ使用量を50~80%削減します。Unslothソリューションの実装、コードのデバッグ、またはLlamaやMistralなどのモデルにおけるLoRA/QLoRA最適化のベストプラクティスを学ぶ際にご利用ください。

クイックインストール

Claude Code

推奨
プラグインコマンド推奨
/plugin add https://github.com/zechenzhangAGI/AI-research-SKILLs
Git クローン代替
git clone https://github.com/zechenzhangAGI/AI-research-SKILLs.git ~/.claude/skills/unsloth

このコマンドをClaude Codeにコピー&ペーストしてスキルをインストールします

ドキュメント

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

GitHub リポジトリ

zechenzhangAGI/AI-research-SKILLs
パス: 03-fine-tuning/unsloth
aiai-researchclaudeclaude-codeclaude-skillscodex

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