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Running GPU-accelerated workloads, especially large language models (LLMs), on Amazon EKS can significantly enhance performance for AI and machine learning applications. This article from Prodigy Engineering explains how to configure and manage GPU-accelerated workloads on EKS. Learn about the necessary steps, best practices, and challenges involved in optimizing Kubernetes clusters to run GPU-intensive tasks efficiently.

https://medium.com/prodigy-engineering/running-gpu-accelerated-llm-workloads-on-eks-9928c07d30ea
Medium Running GPU-Accelerated LLM Workloads on EKS Let’s run a GPU-accelerated open-source LLM (like Mistral 7B) on AWS Elastic Kubernetes Service (EKS) using Karpenter and Hugging Face.
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