Professional Portfolio
This comprehensive guide walks you through setting up a complete Kubernetes infrastructure for Large Language Models (LLMs). From initial host setup to deploying containers and configuring storage, this book provides detailed instructions for building a robust, scalable environment for LLM applications.
This book is divided into four main parts, each focusing on a different aspect of setting up and managing a Kubernetes infrastructure for LLM applications:
Part One: Setting Up the Host - Covers initial server setup, user creation, SSH configuration, and LXD installation and configuration. This section provides the foundation for your Kubernetes environment.
Part Two: Setting Up Containers and Kubernetes - Walks through creating LXC containers, installing MicroK8s, configuring storage with OpenEBS ZFS, and setting up networking with MetalLB.
Part Three: Test Deployments - Provides guidance on testing your Kubernetes setup with sample deployments, including ingress services and Cloudflared for secure external access.
Part Four: LLM Deployments - Focuses on deploying and managing LLM applications on your Kubernetes cluster, including setting up a local registry for worker nodes.