Effortless AI Deployment: Installing CloudNatix to get LLM inferencing up and running in under 10 minutes

Mar 11

By John McClary (john@cloudnatix.com)

03/11/2025

Deploying and managing large language models (LLMs) on GPU-enabled Kubernetes nodes can be complex—but it doesn’t have to be. Imagine a world where you can stand up AI infrastructure for new use cases in minutes not days. A world where incorporating AI into your product is more than possible, it is easy. That is the world that CloudNatix has created.

In this 3-part series, we will be exploring the possibilities that CloudNatix opens for any enterprise. With CloudNatix, you can streamline the entire AI process, from installation and cluster management to AI workload deployment. In just a few steps and only 7 minutes, you can turn an empty GPU cluster into a fully functioning AI stack ready for enterprise use.

Inspiration for this demo:

When DeepSeek R1 splashed onto the scene, many companies and employees wanted to see what R1 could do. However, IT and security departments knew that using the DeepSeek-hosted LLMs put company data at risk and disallowed it. DevOps might be able to deploy the open source model themselves, but that would take time and resources that many DevOps departments cannot spare, so the opportunity has been tabled or abandoned altogether.

This scenario happened all over the world, resulting in a huge lost opportunity and will continue to happen as new, models are released such as Babel, released by Alibaba last week. But with CloudNatix, a single DevOps engineer can deploy a model in under 10 minutes, and that is what we show in this demo. We will:

✅ Install CloudNatix on your cluster
✅ Configure GPU-enabled nodes for AI workloads
✅ Deploy a quantized DeepSeek Model quickly and efficiently
✅ Perform inference on the model

By leveraging CloudNatix’s intelligent automation, teams can reduce operational overhead, optimize resource allocation, and ensure high-performance AI inference—all without deep Kubernetes expertise.

🔹 Watch the demo to see how CloudNatix simplifies LLM deployment on GPUs.

🚀 Ready to get started? Try CloudNatix today and supercharge your AI infrastructure.