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update k8s endpoint
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articles/machine-learning/how-to-attach-kubernetes-anywhere.md

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`KubernetesCompute` target in Azure Machine Learning workloads (training and model inference) has the following limitations:
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* The availability of **Preview features** in Azure Machine Learning isn't guaranteed.
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* Identified limitation: Models (including the foundational model) from the **Model Catalog** aren't supported on Kubernetes online endpoints.
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* Identified limitation: Models (including the foundational model) from the **Model Catalog** and **Registry** aren't supported on Kubernetes online endpoints.
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## Recommended best practices
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articles/machine-learning/how-to-manage-quotas.md

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| **Resource**&nbsp;&nbsp; | **Limit <sup>1</sup>** &nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp; | **Allows exception** | **Applies to** |
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| --- | ---- | --- | --- |
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| Endpoint name| Endpoint names must <li> Begin with a letter <li> Be 3-32 characters in length <li> Only consist of letters and numbers <sup>2</sup> | - | All types of endpoints <sup>3</sup> |
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| Deployment name| Deployment names must <li> Begin with a letter <li> Be 3-32 characters in length <li> Only consist of letters and numbers <sup>2</sup> | - | All types of endpoints <sup>3</sup> |
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| Endpoint name| Endpoint names must <li> Begin with a letter <li> Be 3-32 characters in length <li> Only consist of letters and numbers <sup>2</sup> <li> For Kubernetes endpoint, the endpoint name plus deployment name must be 3-62 characters in total length | - | All types of endpoints <sup>3</sup> |
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| Deployment name| Deployment names must <li> Begin with a letter <li> Be 3-32 characters in length <li> Only consist of letters and numbers <sup>2</sup> <li> For Kubernetes endpoint, the endpoint name plus deployment name must be 3-62 characters in total length | - | All types of endpoints <sup>3</sup> |
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| Number of endpoints per subscription | 100 | Yes | All types of endpoints <sup>3</sup> |
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| Number of deployments per subscription | 500 | Yes | All types of endpoints <sup>3</sup>|
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| Number of deployments per endpoint | 20 | Yes | All types of endpoints <sup>3</sup> |

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