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unsloth

@orchestra-research · 收录于 1 周前 · 上游提交 1 个月前

Expert guidance for fast fine-tuning with Unsloth - 2-5x faster training, 50-80% less memory, LoRA/QLoRA optimization

适合你,如果正在用有限GPU微调LLaMA等大模型。

/ 下载安装
unsloth.skill双击,或拖进 Claude 桌面版 / Cowork,即完成安装↓ .skill↓ .zip
用别的 agent?下载 .zip 解压,把文件夹放进它的技能目录
Claude Code~/.claude/skills/(项目级 .claude/skills/)
Codex CLI~/.codex/skills/
Cursor自动读取上面两处目录
其他工具见其文档的「skills」目录;两个下载是同一份文件,只是名字不同
/ 通过 npx 安装 校验哈希
npx oh-my-skill add orchestra-research/ai-research-skills/unsloth
/ 通过 bash 安装
curl -fsSL https://oh-my-skill.com/install.sh | bash -s -- orchestra-research/ai-research-skills/unsloth
/ 已经装过?验证本机副本,不用重装
npx oh-my-skill verify orchestra-research/ai-research-skills/unsloth
安装目标可用 --agent / --scope 或 --to 明确指定;省略时只会在唯一已存在的 agent 目录上自动选择,零命中或多命中会停止并提示。content_hash 缺失或不一致均拒装。
10567GitHub stars
~436最小装载
~436含声明引用
~2.9K文本包总量
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怎么用

商店整理自技能原文 · 版本 773a529 · 表述以原文为准
它做什么

安装后,Claude 能指导你使用 Unsloth 库快速微调大模型,提供代码示例、API 用法和调试帮助,使训练速度提升 2-5 倍,内存减少 50-80%。

什么时候触发

当你询问 Unsloth 的功能、API、实现方案或调试代码时触发。

装好后可以这样说
Claude 会给出具体步骤和代码。
Claude 会列出关键参数及说明。
技能原文 SKILL.md作者撰写 · MIT · 773a529

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 -->

按 MIT 许可原样转载,未经改动 · 在 GitHub 查看 →

评论

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