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CNCF [Cloud Native Computing Foundation]

Children's Guide to LLMs on Kubernetes

CNCF [Cloud Native Computing Foundation] via YouTube

Overview

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Learn about Large Language Models (LLMs) and their deployment on Kubernetes in this beginner-friendly conference talk from KubeCon + CloudNativeCon. Start from the fundamentals by understanding what LLMs are and dispelling common misconceptions about this transformative technology that has captured widespread attention since ChatGPT's emergence. Explore key terminology through simple diagrams and easy-to-understand analogies that make complex concepts accessible to newcomers in the cloud native ecosystem. Discover why Kubernetes provides an ideal platform for running LLMs and how these technologies integrate within the cloud-native landscape. Follow along with a practical demonstration of deploying an LLM on Kubernetes using vLLM, gaining hands-on insights into the implementation process. Understand how LLM deployment on Kubernetes opens pathways to AIOps and positions you to enter the AI ecosystem with a solid foundation in cloud infrastructure. Perfect for those seeking to bridge the gap between AI technologies and cloud-native computing without prior deep technical knowledge in either domain.

Syllabus

Children's Guide To LLMs on Kubernetes - Saloni Narang, Kubesimplify & Aman Mundra, Welzin

Taught by

CNCF [Cloud Native Computing Foundation]

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