Hands-On Guide to Local LLM Inference System Deployment: GPU-Accelerated Solution Based on Docker and Ollama

Introduction / Main Post: Hands-On Guide to Local LLM Inference System Deployment: GPU-Accelerated Solution Based on Docker and Ollama

This article introduces a complete implementation solution for a local LLM inference system, covering Docker containerization deployment, Ollama model management, GPU resource monitoring, and structured logging, providing a reference for teams that need to run large language models in private environments.