Containers
Author: Shivam Dubey
Shivam is an Associate Specialist Solutions Architect at AWS, focusing on container technologies. With a deep focus on machine learning and AI workloads, he helps customers architect and implement scalable solutions using AWS's container-powered services and open source solutions.
How to run AI model inference with GPUs on Amazon EKS Auto Mode
In this post, we show you how to swiftly deploy inference workloads on EKS Auto Mode and demonstrate key features that streamline GPU management. We walk through a practical example by deploying open weight models from OpenAI using vLLM, while showing best practices for model deployment and maintaining operational efficiency.