Mastering Distributed vLLM Deployment on AWS with SkyPilot: A DevOps and SRE Handbook
Manage episode 454818973 series 3602386
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.
100 эпизодов