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add limitations on kubernetes compute target #177

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Jan 16, 2025
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add limitations on kubernetes compute target #177

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f0095aa
add limitations on kubernetes compute target
tangy1118 Jan 15, 2025
9ed3010
fix typo
tangy1118 Jan 16, 2025
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2 changes: 2 additions & 0 deletions articles/machine-learning/how-to-attach-kubernetes-anywhere.md
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Expand Up @@ -74,6 +74,8 @@ A `KubernetesCompute` target in Azure Machine Learning workloads (training and m
- The availability of **Preview features** in Azure Machine Learning isn't guaranteed.
- Models (including the foundational model) from the **Model Catalog** and **Registry** aren't supported on Kubernetes online endpoints.
- The process of creating a model inference deployment inside the cluster has a timeout limit of **20 minutes**. This includes downloading the image, downloading the model, and initializing the user scripts.
- Azure Machine Learning extension supports Kubernetes Baseline Pod Security Standard.
- Training on Kubernetes compute doesn't support auto scale nodes.

## Recommended best practices

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