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Engine-agnostic signal contract for model servers on Kubernetes: common metric semantics, engine profiles (e.g., vLLM, SGLang, TensorRT-LLM), a mapping exporter, a conformance suite, and autoscaling integration.

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model-serving-signals

Engine-agnostic signal contract for model servers on Kubernetes: common metric semantics, engine profiles (e.g., vLLM, SGLang, TensorRT-LLM), a mapping exporter, a conformance suite, and autoscaling integration.

Sponsoring SIGs

This project is sponsored by:

Model-serving signal contract

See the model server contract for the complete metric table, including standard names, types, units, semantics, and engine-specific metric mappings.

Design

The motivation, scope, and design of this project are described in the model-serving-signals proposal doc.

Documentation

The project website is built from site-src/ with MkDocs and published via Netlify. site-src/ is the single source of truth for docs; build locally with make build-docs (or make live-docs to preview).

Extending

Community, discussion, contribution, and support

Learn how to engage with the Kubernetes community on the community page.

You can reach the maintainers of this project at:

Code of conduct

Participation in the Kubernetes community is governed by the Kubernetes Code of Conduct.

About

Engine-agnostic signal contract for model servers on Kubernetes: common metric semantics, engine profiles (e.g., vLLM, SGLang, TensorRT-LLM), a mapping exporter, a conformance suite, and autoscaling integration.

Topics

Resources

Code of conduct

Contributing

Security policy

Stars

14 stars

Watchers

1 watching

Forks

Releases

Packages

Contributors

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