Running Local LLMs with Ollama: A Homelab Guide
Running your own LLMs isn’t just about privacy — it’s about control, cost predictability, and learning how these models actually work under the hood. Ollama has become my go-to for local inference, and here’s how I’ve integrated it into my homelab. Why Local LLMs? Before we dive into setup, let’s address the elephant: why bother when ChatGPT and Claude exist? Factor Cloud LLM Local (Ollama) Privacy Data sent to third-party Stays on your hardware Cost Pay per token Free after hardware Latency Network-dependent Milliseconds Control Provider’s rules Your rules Offline Requires internet Works anywhere For homelab use cases — log analysis, code review, documentation generation — local models are often good enough and infinitely cheaper. ...