DevOps Articles

5 Steps to Deploy Efficient Cloud Native Foundation AI Models

The five steps to deploy cloud native sustainable foundation AI models starts with the obvious two: containers to manage the workloads and https://thenewstack.io/kubernetes/ to deploy across a distributed infrastructure. Due to their facile deployment, Chen said Docker community files work well to containerize workloads for deployment.

That may sound easy, but Chen asks, “How do you take care of the little difference when apportioning resources?”

They use that information to establish benchmarks, for example, to determine, for example, energy usage from foundation models, then correlate with performance metrics.

“Number five is what we believe is most important for the community, for society, and for the environment,” he said.