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Fine-tuning LLMs with LLaMA-Factory v1.0.0

Use this resource to fine-tune LLMs through a web interface or a configuration, without code

New

  • 383 downloads
  • 148 likes
  • 234 saves

Free

Install with the CLI

In a terminal, from the folder you want:

npx --yes palatekit@latest install llama-factory-llm-finetuning

With no option, the skill goes to ~/.agents/skills/; add --agent claude-code (or codex, cursor…) to target an agent.

First time: connect the CLI with

npx --yes palatekit@latest login

The agent helps you use LLaMA-Factory to fine-tune a model, from the no-code web interface or through configuration, with 2 to 8-bit QLoRA and multimodal models. It relies on the official documentation included in the references.

Mostly picked by

Updated November 2, 2026

Card for the “Fine-tuning LLMs with LLaMA-Factory” skill

Details

Works in
Install guides
Generates with
Your agent's model
Licence
MIT

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What you get

  • SKILL.md: usage patterns and quick reference
  • references/getting_started.md, advanced.md, index.md, other.md and _images.md: getting started, advanced settings and documentation

Good fit for

  • You prefer a web interface to writing code
  • You want to test several models with QLoRA

Not for

    Tags

    • fine-tuning
    • web interface
    • qlora
    • llm

    About

    You say

    “Launch a 4-bit QLoRA run of a Qwen model from the LLaMA-Factory web interface.”

    Card for the “Fine-tuning LLMs with LLaMA-Factory” skill

    Skill published by Orchestra Research under the MIT license, delivered in its original version.

    Show more

    How to use it

    1. Install the skill in your agent's skills folder
    2. Ask your agent to fine-tune LLMs through a web interface or a configuration, without code
    3. Review and adjust the result

    Content preview

    Files

    • LICENSE1.1 KB
    • NOTICE-PALATEKIT.md0.5 KB
    • references/_images.md0.3 KB
    • references/advanced.md47.7 KB
    • references/getting_started.md16.1 KB
    • references/index.md0.3 KB
    • references/other.md1.2 KB
    • SKILL.md2.5 KB

    Origin and licence

    Listed unmodified

    Author
    Orchestra Research
    Source
    github.com/orchestra-research/ai-research-skills/tree/773a52944ba4747a18bd4ae9ade53fff041adcbc/03-fine-tuning/llama-factory
    Licence
    MIT

    Notice

    « llama-factory » (Orchestra Research, MIT) livré dans sa version d'origine : fiche en français et en anglais par PalateKit.

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