Self-Hosting LLMs Using Ollama and Docker
Open Source For You, Wednesday, July 8th, 2026
A practical guide to privately deploying LLMs with Ollama and Docker for data sovereignty.
The article shows how organizations can self-host LLMs privately using Ollama and Docker to meet data sovereignty and compliance needs.
It notes open models like Llama 3.1 and Mistral now rival commercial offerings on standard hardware, and walks through Docker installation with NVIDIA GPU support and Docker Compose to run Ollama alongside Open WebUI. Modelfiles enable version-controlled, infrastructure-as-code style configs.
Use cases span internal knowledge systems, private code assistance, and offline edge deployments. The author acknowledges open models still lag on complex reasoning and require operational upkeep.