llama-factory
GitHub提供 LLaMA-Factory 大模型微调的专业指导，涵盖 WebUI 无代码操作、多模型支持、QLoRA 及多模态功能，协助用户进行开发、调试与最佳实践学习。
Trigger Scenarios
Install
npx skills add Orchestra-Research/AI-Research-SKILLs --skill llama-factory -g -y
SKILL.md
Frontmatter
{
"name": "llama-factory",
"tags": [
"Fine-Tuning",
"LLaMA Factory",
"LLM",
"WebUI",
"No-Code",
"QLoRA",
"LoRA",
"Multimodal",
"HuggingFace",
"Llama",
"Qwen",
"Gemma"
],
"author": "Orchestra Research",
"license": "MIT",
"version": "1.0.0",
"description": "Expert guidance for fine-tuning LLMs with LLaMA-Factory - WebUI no-code, 100+ models, 2\/3\/4\/5\/6\/8-bit QLoRA, multimodal support",
"dependencies": [
"llmtuner",
"torch",
"transformers",
"datasets",
"peft",
"accelerate",
"gradio"
]
}
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:
- Re-run the scraper with the same configuration
- The skill will be rebuilt with the latest information
Version History
- 773a529 Current 2026-08-20 11:52
Dependencies
-
required
llmtuner -
required
torch -
required
transformers - required datasets
-
required
peft -
required
accelerate -
required
gradio
