mirror of
https://github.com/NVIDIA/dgx-spark-playbooks.git
synced 2026-04-26 20:03:52 +00:00
23 lines
1.1 KiB
Markdown
23 lines
1.1 KiB
Markdown
---
|
|
name: dgx-spark-llama-factory
|
|
description: Install and fine-tune models with LLaMA Factory — on NVIDIA DGX Spark. Use when setting up llama-factory on Spark hardware.
|
|
---
|
|
|
|
<!-- GENERATED:BEGIN from nvidia/llama-factory/README.md -->
|
|
# 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`
|
|
<!-- GENERATED:END -->
|