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You're encountering a ResourceLimitExceeded error because your AWS account has a quota of 0 instances for SageMaker Clusters. This means you currently don't have permission to create any SageMaker Cluster instances with the specified instance types (ml.g6e.48xlarge and ml.p6-b200.48xlarge).
To resolve this issue, you need to request a quota increase through AWS Service Quotas. Here's how to do it:
- Sign in to the AWS Management Console and open the Service Quotas console
- In the navigation pane under "Manage quotas," search for "Amazon SageMaker"
- Choose "View quotas"
- Search for "Total number of instances allowed across SageMaker Clusters"
- Select the quota and choose "Request increase at account-level"
- Enter your required quota value (at minimum, enough to cover your controller and worker instances)
- Submit your request
After submitting, you can check the status of your request in "Quota request history" in the navigation pane. Once your request is approved (status changes from "Pending" to "Approved"), you can retry creating your SageMaker Cluster.
If AWS Service Quotas is not available, you can contact AWS Support to request the quota increase.
Sources
CreateCluster - Amazon SageMaker
Resolve errors when creating a model evaluation job in Amazon SageMaker AI - Amazon SageMaker AI
SAGEMAKER_RESOURCE_LIMIT | AWS re:Post
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asked 9 months ago

There is no quota for "Total number of instances allowed across SageMaker Clusters"