dgx-spark-playbooks/skills/dgx-spark-pytorch-fine-tune/SKILL.md

name	description
dgx-spark-pytorch-fine-tune	Use Pytorch to fine-tune models locally — on NVIDIA DGX Spark. Use when setting up pytorch-fine-tune on Spark hardware.

Fine-tune with Pytorch

Use Pytorch to fine-tune models locally

This playbook guides you through setting up and using Pytorch for fine-tuning large language models on NVIDIA Spark devices.

Outcome: You'll establish a complete fine-tuning environment for large language models (1-70B parameters) on your NVIDIA Spark device. By the end, you'll have a working installation that supports parameter-efficient fine-tuning (PEFT) and supervised fine-tuning (SFT).

Full playbook: /home/runner/work/dgx-spark-playbooks/dgx-spark-playbooks/nvidia/pytorch-fine-tune/README.md