Model serving

KServe

Deploy and scale generative and predictive AI inference on Kubernetes.

6.1K GitHub starsAs of Checked

Where it fits

What you can use it for

Platform teams standardizing model services on Kubernetes.

Serve models with the performance and control your workload needs.

Before you adopt

What to check for your team

Requires Kubernetes operations and compatible inference backends. Test scaling, storage access and tenant boundaries.

Get help evaluating the fit

Licence and scope

Apache-2.0

Applies to this repository. Dependencies, model weights, datasets and hosted services can have separate terms.

Read the upstream licence

Support the work

Go directly to the maintainers

Use the project's contribution guidance to report issues, help with documentation or contribute code. Follow any published funding links if you want to support the maintainers financially.

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