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llama-factory

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

Install / Use

npx skills add Orchestra-Research/AI-Research-SKILLs --skill llama-factory

Installs into whichever agent you are using.

About this skill
📄

SKILL.md

Installable skill definition

Quality Score

76/100

Supported Platforms

Universal

Our assessment of llama-factory

llama-factory scores 76/100 on our quality scale, 559th of 690 AI & Machine Learning skills we index.

Its SKILL.md is 2.4 KB long, well organised into 15 sections and no code examples: moderately detailed.

With 13,031 GitHub stars, it is one of the more widely adopted skills in the catalogue.

Substance
20/30
Structure
13/20
Description
15/15
Adoption
18/20
Freshness
11/15

Maintenance, license and trust

  • The repository was last updated about 3 months ago. That is recent enough to be usable, but agent tooling moves fast, so check the instructions against your agent's current version.
  • It is released under the MIT license, a permissive license that allows use, modification and commercial use with attribution.
  • Its trust signals score 98/100, with no cautions. These come from repository metadata, not a code audit — read the skill file before letting an agent act on it.

Safety scan

No issues found

Our scan of the whole file found no instruction hijacking, hidden characters, credential access, data exfiltration or destructive commands.

Automated pattern scan on 2026-09-26. It catches known dangerous patterns, not every risk — read a skill before letting an agent act on it.

llama-factory compared with similar skills

All 4 of these similar skills score higher than llama-factory; compare them before choosing.

SkillScoreStarsUpdatedFormat
llama-factory (this skill)by Orchestra-Research7613.0k3mo agoSKILL.md
claude-memby thedotmack10094.7ktodayCLAUDE.md
Understand-Anythingby Egonex-AI10084.2k14d agoCLAUDE.md
headroomby headroomlabs-ai10073.8ktodayCLAUDE.md
CowAgentby zhayujie10047.1ktodayCLAUDE.md

Frequently asked questions

How do I install llama-factory?
Run npx skills add Orchestra-Research/AI-Research-SKILLs --skill llama-factory. The install tabs above show the steps for each supported agent.
Which AI agents does llama-factory work with?
It is written for Universal, as a SKILL.md file. Other agents that read the same format can often use it too.
Is llama-factory safe to use?
Our scan of the whole file found no instruction hijacking, hidden characters, credential access, data exfiltration or destructive commands. It is MIT-licensed and scores 98/100 on trust signals. Skills are instructions an agent will follow, so read the file before installing it and do not approve commands you do not understand.
Is llama-factory still maintained?
The repository was last updated about 3 months ago. That is recent enough to be usable, but agent tooling moves fast, so check the instructions against your agent's current version.

name: llama-factory 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 version: 1.0.0 author: Orchestra Research license: MIT tags: [Fine-Tuning, LLaMA Factory, LLM, WebUI, No-Code, QLoRA, LoRA, Multimodal, HuggingFace, Llama, Qwen, Gemma] 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:

  1. Re-run the scraper with the same configuration
  2. The skill will be rebuilt with the latest information

Related Skills

View on GitHub
GitHub Stars13.0k
CategoryAI
Updated3mo ago
Forks931

Languages

TeX

Trust signals

98/100

From repository metadata: license, adoption, age and documentation. Not a code audit — see the Safety scan above for what the skill file itself contains.

1 info
llama-factory — Universal Skill: Install & Safety Check | SkillAgent