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Mastering Distributed vLLM Deployment on AWS with SkyPilot: A DevOps and SRE Handbook
Manage episode 454818973 series 3602386
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The machine learning landscape constantly evolves, with large language models (LLMs) becoming increasingly powerful and essential for various applications. Deploying these models in a distributed environment requires careful planning and a robust infrastructure. This podcast will explore efficiently deploying distributed vLLM on AWS using SkyPilot, a powerful orchestration tool that simplifies cloud deployment. Whether you are a DevOps engineer or an SRE, this guide will provide the necessary steps to ensure a successful deployment.
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