Llama Factory

orchestra-research/ai-research-skills/03-fine-tuning/llama-factory

作者 orchestra-research773a52944ba4MIT13K 个星标收录于 2026年10月8日更新于 2026年10月8日仓库3个月前更新

Expert guidance for fine-tuning LLMs with LLaMA-Factory - WebUI no-code, 100+ models, 2/3/4/5/6/8-bit QLoRA, multimodal support

仅含说明AI & Agents
AI 生成的概览

提供使用 LLaMA-Factory 微调大语言模型的参考文档,涵盖 WebUI、QLoRA 与多模态支持。

功能
该技能为使用 LLaMA-Factory 微调大语言模型提供指导与参考资料。它指向随附的文档文件,涵盖入门、进阶、图像及其他主题,并建议在需要详细信息时阅读这些文件。该技能仅包含说明,不含脚本,其快速参考部分目前为占位内容。
适用场景
适用于使用 LLaMA-Factory、询问其功能或 API、实现或调试 LLaMA-Factory 方案,或学习其最佳实践的场景。它面向 LoRA、QLoRA 等微调工作流,而非通用模型服务。
运行要求
不包含脚本,仅为文档。所列依赖为 llmtuner、torch、transformers、datasets、peft、accelerate 和 gradio,实际运行 LLaMA-Factory 微调时需要这些依赖。

Llama-Factory Skill

Comprehensive assistance with llama-factory development, generated from official documentation.

When to Use This Skill

This skill should be triggered when:

  • Working with llama-factory
  • Asking about llama-factory features or APIs
  • Implementing llama-factory solutions
  • Debugging llama-factory code
  • Learning llama-factory 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/:

  • _images.md - Images documentation
  • advanced.md - Advanced documentation
  • getting_started.md - Getting Started documentation
  • other.md - Other 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

来源与署名

来源:orchestra-research/ai-research-skills位于03-fine-tuning/llama-factory提交773a529

许可证: MIT

内容归原作者所有。SourceWeft 从公开仓库中收录这些内容。

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