dgx-spark-playbooks/skills/dgx-spark-llama-factory/SKILL.md

name	description
dgx-spark-llama-factory	Install and fine-tune models with LLaMA Factory — on NVIDIA DGX Spark. Use when setting up llama-factory on Spark hardware.

LLaMA Factory

Install and fine-tune models with LLaMA Factory

LLaMA Factory is an open-source framework that simplifies the process of training and fine tuning large language models. It offers a unified interface for a variety of cutting edge methods such as SFT, RLHF, and QLoRA techniques. It also supports a wide range of LLM architectures such as LLaMA, Mistral and Qwen. This playbook demonstrates how to fine-tune large language models using LLaMA Factory CLI on your NVIDIA Spark device.

Outcome: You'll set up LLaMA Factory on NVIDIA Spark with Blackwell architecture to fine-tune large language models using LoRA, QLoRA, and full fine-tuning methods. This enables efficient model adaptation for specialized domains while leveraging hardware-specific optimizations.

Full playbook: /home/runner/work/dgx-spark-playbooks/dgx-spark-playbooks/nvidia/llama-factory/README.md