Mac Pro 2019 Local AI Guide: Ubuntu 24.04, ROCm 7.2.3, PyTorch 2.10, Ollama, and Infinity Fabric Link

This guide provides instructions for setting up local AI capabilities on a 2019 Mac Pro running Ubuntu 24.04, covering the installation and configuration of ROCm 7.2.3 GPU drivers, PyTorch 2.10 for machine learning, and Ollama for running large language models locally. It likely includes specific steps for enabling Infinity Fabric Link technology to optimize multi-GPU performance on the Mac Pro's AMD processors. The resource targets users interested in running AI models on older Mac Pro hardware through Linux virtualization or dual-boot setups.

Source: r/ollama | 2026-05-20