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Add pointer to mlflow deployment docs. #161

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Merged
superdosh merged 1 commit into from
Jul 13, 2026
Merged

Add pointer to mlflow deployment docs. #161

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Expand Up @@ -72,6 +72,15 @@ scratch.
* You can manage branches and commits for
`modelplane-flights` directly from jupyter.

## Deploying the MLCommons MLflow server

The shared MLflow tracking server is deployed from the (private)
[mlcommons/sugar](https://github.com/mlcommons/sugar) repository; see
[`infra/modelplane/README.md`](https://github.com/mlcommons/sugar/blob/main/infra/modelplane/README.md)
there for the full deployment guide. The server image is built from
[`Dockerfile.mlflow`](Dockerfile.mlflow) in this repo, so MLflow version
upgrades start here and are rolled out via the sugar deployment.

## Caching

Annotator and SUT responses will be cached (locally) unless you pass the
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