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davila7 on GitHub

Llama Factory

Free

Expert guidance for fine-tuning LLMs with LLaMA-Factory.

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Free · Opens the source repo

What Llama Factory does

Llama Factory is a skill designed to provide comprehensive support for developers and designers working with the LLaMA-Factory framework. This skill offers a wealth of information derived from official documentation, enabling users to effectively fine-tune large language models (LLMs) without needing extensive coding experience. With a focus on a no-code WebUI approach, Llama Factory simplifies the process of working with over 100 models, including various configurations like 2/3/4/5/6/8-bit QLoRA, and supports multimodal capabilities.

For beginners, the skill includes a structured set of reference files that guide users through the initial setup and foundational concepts. The 'getting_started.md' file is particularly useful for those new to LLaMA-Factory, providing essential tutorials and examples to help users quickly grasp the basics. More advanced users can delve into specific features and APIs through targeted reference files, allowing for a deeper understanding of the framework's capabilities.

In addition to its instructional content, Llama Factory also facilitates debugging and implementation tasks, making it a versatile tool for both novice and experienced developers. The skill is particularly beneficial when troubleshooting code or seeking best practices in LLaMA-Factory development. By utilizing this skill, users can enhance their productivity and streamline their workflow when working with LLaMA-Factory solutions.

Overall, Llama Factory serves as a valuable resource for anyone looking to leverage the power of LLaMA-Factory in their projects, providing structured guidance and practical examples to ensure successful implementation and fine-tuning of LLMs.

When to use it

Use this skill when working with LLaMA-Factory, whether for development, debugging, or learning best practices.

When not to use it

This skill may not be suitable for users looking for advanced coding features or those who prefer hands-on coding without guided assistance.

What you can build with it

Getting Started with LLaMA-Factory

Use the getting_started.md file to learn the foundational concepts and set up your LLaMA-Factory environment.

Implementing LLaMA-Factory Solutions

Refer to the advanced.md documentation for detailed information on implementing specific features and APIs.

Debugging LLaMA-Factory Code

Utilize this skill to troubleshoot and debug your LLaMA-Factory projects effectively.

How to install Llama Factory

View source

1. Install with the skills CLI

npx skills add davila7/claude-code-templates/fine-tuning-llama-factory --agent claude-code

2. Or install it manually

Download the skill folder and drop it into ~/.claude/skills/ for all projects, or .claude/skills/ to scope it to one repo. Restart Claude Code so it picks up the new skill.

Anthropic's agentic coding CLI, and the reference implementation of Agent Skills. Drop a skill folder into ~/.claude/skills and Claude Code loads it automatically whenever a task matches the skill's description. Claude Code docs

Inside SKILL.md

Written by davila7

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

Frequently asked questions about Llama Factory

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