Add Arm nodes to your GKE cluster using a multi-architecture Ollama container image

About this Learning Path

Who is this for?

This Learning Path is for developers who want to compare the performance of amd64 and arm64 deployments by running inferences on a hybrid GKE cluster using an Ollama multi-architecture container image.

What will you learn?

Upon completion of this learning path, you will be able to:

• Create a hybrid GKE cluster with amd64 and arm64 nodes.
• Deploy Ollama services for amd64 and arm64 architectures using a single multi-architecture container image.
• Validate deployments by pinging, pulling models, and running inferences to compare architecture performance.

Prerequisites

Before starting, you will need the following:

• A Google Cloud account .
• A local machine with Google Cloud CLI and kubectl installed.
• The GKE Cloud Plugin installed.