Using Instinct™ GPUs on Azure#
Getting Started with AMD Instinct MI300X on Azure
This guide will walk you through provisioning an ND MI300X v5 virtual machine on Azure.
Setting up Azure Kubernetes Service with AMD Instinct MI300X
This guide provides instructions for setting up an AKS cluster with ND MI300X v5 virtual machines.
Azure Kubernetes Service Compatibility AMD Instinct MI300X
Compatibility of VM sizes, operating systems, and software versions with GPU types and ROCm versions.
Setting up Kubernetes with AMD Instinct MI300X on Azure
This guide covers how to set up RKE2, including kubectl, Helm, and more to run AI workloads.
Deploy Azure CycleCloud Workspace for Slurm with AMD Instinct MI300X
In this tutorial, you’ll learn how to deploy a Slurm cluster with MI300X VMs using the CLI.
Model Inference with AMD Instinct MI300X on Azure using vLLM
Learn how to run model inference workloads using MI300X GPUs on Azure with vLLM.
Fine-tuning Llama-3.2 3B with LoRA on Azure
This tutorial demonstrates how to apply LoRA to fine-tune Llama-3.2 3B model on instruction-following data.
Performance benchmarking on AMD Instinct MI300X GPUs in Azure
Step-by-step instructions for benchmarking model performance on MI300X GPUs.