Open WebUI + Docker Model Runner: Self-Hosted Models, Zero Configuration

Docker Blog

by Yiwen Xu

February 25, 2026

AI-Generated Deep Dive Summary

The integration of Open WebUI and Docker Model Runner (DMR) marks a significant advancement for developers seeking seamless AI model management. This collaboration simplifies the process of self-hosting AI models by eliminating manual configuration steps, allowing users to start using models quickly through a user-friendly interface. Docker Model Runner excels in managing runtime operations, enabling models to run efficiently across various environments, from laptops to powerful GPU-driven systems. Open WebUI provides an intuitive platform for accessing and interacting with these models, designed to be extensible and adaptable. The integration's strength lies in its modularity; both projects maintain their distinct focuses—runtime management and interface delivery—while working harmoniously together. For DevOps professionals, this partnership offers unparalleled flexibility and control. It allows models to operate seamlessly across different setups, ensuring scalability and adaptability. This setup is particularly beneficial for those prioritizing self-hosting for compliance or efficiency, as it reduces complexity without compromising functionality. The integration's open-source foundation ensures transparency and customization, appealing to developers who value clear interfaces and independent project evolution. With minimal setup requirements, users can deploy models efficiently, making the integration a valuable tool for modern AI development workflows.

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Originally published on Docker Blog on 2/25/2026