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Title: GitHub - aws/sagemaker-hyperpod-cli: A CLI tool that helps manage training jobs on the SageMaker HyperPod clusters orchestrated by Amazon EKS · GitHub

Open Graph Title: GitHub - aws/sagemaker-hyperpod-cli: A CLI tool that helps manage training jobs on the SageMaker HyperPod clusters orchestrated by Amazon EKS

X Title: GitHub - aws/sagemaker-hyperpod-cli: A CLI tool that helps manage training jobs on the SageMaker HyperPod clusters orchestrated by Amazon EKS

Description: A CLI tool that helps manage training jobs on the SageMaker HyperPod clusters orchestrated by Amazon EKS - aws/sagemaker-hyperpod-cli

Open Graph Description: A CLI tool that helps manage training jobs on the SageMaker HyperPod clusters orchestrated by Amazon EKS - aws/sagemaker-hyperpod-cli

X Description: A CLI tool that helps manage training jobs on the SageMaker HyperPod clusters orchestrated by Amazon EKS - aws/sagemaker-hyperpod-cli

Opengraph URL: https://github.com/aws/sagemaker-hyperpod-cli

X: @github

direct link

Domain: github.com

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hyperpod-custom-inference-templatehttps://github.com/aws/sagemaker-hyperpod-cli/tree/main/hyperpod-custom-inference-template
hyperpod-jumpstart-inference-templatehttps://github.com/aws/sagemaker-hyperpod-cli/tree/main/hyperpod-jumpstart-inference-template
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hyperpod-pytorch-job-templatehttps://github.com/aws/sagemaker-hyperpod-cli/tree/main/hyperpod-pytorch-job-template
hyperpod-pytorch-job-templatehttps://github.com/aws/sagemaker-hyperpod-cli/tree/main/hyperpod-pytorch-job-template
hyperpod-space-templatehttps://github.com/aws/sagemaker-hyperpod-cli/tree/main/hyperpod-space-template
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READMEhttps://github.com/aws/sagemaker-hyperpod-cli
Code of conducthttps://github.com/aws/sagemaker-hyperpod-cli
Contributinghttps://github.com/aws/sagemaker-hyperpod-cli
Apache-2.0 licensehttps://github.com/aws/sagemaker-hyperpod-cli
Securityhttps://github.com/aws/sagemaker-hyperpod-cli
https://github.com/aws/sagemaker-hyperpod-cli#sagemaker-hyperpod-command-line-interface
Orchestrating SageMaker HyperPod clusters with Amazon EKShttps://docs.aws.amazon.com/sagemaker/latest/dg/sagemaker-hyperpod-eks.html
release_v2 branchhttps://github.com/aws/sagemaker-hyperpod-cli/tree/release_v2
https://github.com/aws/sagemaker-hyperpod-cli#table-of-contents
Overviewhttps://github.com/aws/sagemaker-hyperpod-cli#overview
Prerequisiteshttps://github.com/aws/sagemaker-hyperpod-cli#prerequisites
Platform Supporthttps://github.com/aws/sagemaker-hyperpod-cli#platform-support
ML Framework Supporthttps://github.com/aws/sagemaker-hyperpod-cli#ml-framework-support
Installationhttps://github.com/aws/sagemaker-hyperpod-cli#installation
Usagehttps://github.com/aws/sagemaker-hyperpod-cli#usage
Getting Startedhttps://github.com/aws/sagemaker-hyperpod-cli#getting-started
CLIhttps://github.com/aws/sagemaker-hyperpod-cli#cli
Cluster Managementhttps://github.com/aws/sagemaker-hyperpod-cli#cluster-management
Traininghttps://github.com/aws/sagemaker-hyperpod-cli#training
Inferencehttps://github.com/aws/sagemaker-hyperpod-cli#inference
Jumpstart Endpointhttps://github.com/aws/sagemaker-hyperpod-cli#jumpstart-endpoint-creation
Custom Endpointhttps://github.com/aws/sagemaker-hyperpod-cli#custom-endpoint-creation
Spacehttps://github.com/aws/sagemaker-hyperpod-cli#space
SDKhttps://github.com/aws/sagemaker-hyperpod-cli#sdk
Cluster Managementhttps://github.com/aws/sagemaker-hyperpod-cli#cluster-management-sdk
Traininghttps://github.com/aws/sagemaker-hyperpod-cli#training-sdk
Inferencehttps://github.com/aws/sagemaker-hyperpod-cli#inference-sdk
Spacehttps://github.com/aws/sagemaker-hyperpod-cli#space-sdk
Exampleshttps://github.com/aws/sagemaker-hyperpod-cli#examples
https://github.com/aws/sagemaker-hyperpod-cli#overview
https://github.com/aws/sagemaker-hyperpod-cli#prerequisites
https://github.com/aws/sagemaker-hyperpod-cli#region-configuration
https://github.com/aws/sagemaker-hyperpod-cli#prerequisites-for-training
pytorch operator dochttps://docs.aws.amazon.com/sagemaker/latest/dg/sagemaker-eks-operator-install.html
https://github.com/aws/sagemaker-hyperpod-cli#prerequisites-for-inference
inference operator dochttps://docs.aws.amazon.com/sagemaker/latest/dg/sagemaker-hyperpod-model-deployment-setup.html
https://github.com/aws/sagemaker-hyperpod-cli#platform-support
https://github.com/aws/sagemaker-hyperpod-cli#ml-framework-support
https://github.com/aws/sagemaker-hyperpod-cli#installation
https://github.com/aws/sagemaker-hyperpod-cli#usage
Getting Startedhttps://github.com/aws/sagemaker-hyperpod-cli#getting-started
CLIhttps://github.com/aws/sagemaker-hyperpod-cli#cli
Cluster Managementhttps://github.com/aws/sagemaker-hyperpod-cli#cluster-management
Traininghttps://github.com/aws/sagemaker-hyperpod-cli#training
Inferencehttps://github.com/aws/sagemaker-hyperpod-cli#inference
Jumpstart Endpointhttps://github.com/aws/sagemaker-hyperpod-cli#jumpstart-endpoint-creation
Custom Endpointhttps://github.com/aws/sagemaker-hyperpod-cli#custom-endpoint-creation
SDKhttps://github.com/aws/sagemaker-hyperpod-cli#sdk
Cluster Managementhttps://github.com/aws/sagemaker-hyperpod-cli#cluster-management-sdk
Traininghttps://github.com/aws/sagemaker-hyperpod-cli#training-sdk
Inferencehttps://github.com/aws/sagemaker-hyperpod-cli#inference-sdk
https://github.com/aws/sagemaker-hyperpod-cli#getting-started
https://github.com/aws/sagemaker-hyperpod-cli#getting-cluster-information
https://github.com/aws/sagemaker-hyperpod-cli#connecting-to-a-cluster
https://github.com/aws/sagemaker-hyperpod-cli#getting-cluster-context
https://github.com/aws/sagemaker-hyperpod-cli#cli
https://github.com/aws/sagemaker-hyperpod-cli#cluster-management
https://github.com/aws/sagemaker-hyperpod-cli#initialize-cluster-configuration
https://github.com/aws/sagemaker-hyperpod-cli#configure-cluster-parameters
https://github.com/aws/sagemaker-hyperpod-cli#validate-configuration
https://github.com/aws/sagemaker-hyperpod-cli#create-cluster-stack
https://github.com/aws/sagemaker-hyperpod-cli#list-cluster-stacks
https://github.com/aws/sagemaker-hyperpod-cli#describe-cluster-stack
https://github.com/aws/sagemaker-hyperpod-cli#delete-cluster-stack
https://github.com/aws/sagemaker-hyperpod-cli#update-existing-cluster
https://github.com/aws/sagemaker-hyperpod-cli#reset-configuration
https://github.com/aws/sagemaker-hyperpod-cli#training
https://github.com/aws/sagemaker-hyperpod-cli#option-1-create-pytorch-job-through-init-experience
https://github.com/aws/sagemaker-hyperpod-cli#initialize-pytorch-job-configuration
https://github.com/aws/sagemaker-hyperpod-cli#configure-pytorch-job-parameters
https://github.com/aws/sagemaker-hyperpod-cli#validate-configuration-1
https://github.com/aws/sagemaker-hyperpod-cli#create-pytorch-job
https://github.com/aws/sagemaker-hyperpod-cli#option-2-create-pytorch-job-through-create-command
Volume Configurationhttps://github.com/aws/sagemaker-hyperpod-cli#volume-configuration
https://github.com/aws/sagemaker-hyperpod-cli#list-available-accelerator-partition-types
https://github.com/aws/sagemaker-hyperpod-cli#list-training-jobs
https://github.com/aws/sagemaker-hyperpod-cli#describe-a-training-job
https://github.com/aws/sagemaker-hyperpod-cli#listing-pods
https://github.com/aws/sagemaker-hyperpod-cli#accessing-logs
https://github.com/aws/sagemaker-hyperpod-cli#get-operator-logs
https://github.com/aws/sagemaker-hyperpod-cli#delete-a-training-job
https://github.com/aws/sagemaker-hyperpod-cli#recipe-job
https://github.com/aws/sagemaker-hyperpod-cli#initialize-recipe-job-configuration
https://github.com/aws/sagemaker-hyperpod-cli#configure-recipe-job-parameters
https://github.com/aws/sagemaker-hyperpod-cli#validate-configuration-2
https://github.com/aws/sagemaker-hyperpod-cli#reset-configuration-1
https://github.com/aws/sagemaker-hyperpod-cli#submit-recipe-job
https://github.com/aws/sagemaker-hyperpod-cli#list-recipe-jobs
https://github.com/aws/sagemaker-hyperpod-cli#describe-a-recipe-job
https://github.com/aws/sagemaker-hyperpod-cli#list-pods-for-a-recipe-job
https://github.com/aws/sagemaker-hyperpod-cli#get-logs-from-a-recipe-job-pod
https://github.com/aws/sagemaker-hyperpod-cli#get-operator-logs-1
https://github.com/aws/sagemaker-hyperpod-cli#delete-a-recipe-job
https://github.com/aws/sagemaker-hyperpod-cli#inference
https://github.com/aws/sagemaker-hyperpod-cli#jumpstart-endpoint-creation
https://github.com/aws/sagemaker-hyperpod-cli#option-1-create-jumpstart-endpoint-through-init-experience
https://github.com/aws/sagemaker-hyperpod-cli#initialize-jumpstart-endpoint-configuration
https://github.com/aws/sagemaker-hyperpod-cli#configure-jumpstart-endpoint-parameters
https://github.com/aws/sagemaker-hyperpod-cli#validate-configuration-3
https://github.com/aws/sagemaker-hyperpod-cli#create-jumpstart-endpoint
https://github.com/aws/sagemaker-hyperpod-cli#option-2-create-jumpstart-endpoint-through-create-command
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https://github.com/aws/sagemaker-hyperpod-cli#invoke-a-jumpstartmodel-endpoint
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https://github.com/aws/sagemaker-hyperpod-cli#list-pods
https://github.com/aws/sagemaker-hyperpod-cli#get-logs
https://github.com/aws/sagemaker-hyperpod-cli#get-operator-logs-2
https://github.com/aws/sagemaker-hyperpod-cli#deleting-an-endpoint
https://github.com/aws/sagemaker-hyperpod-cli#custom-endpoint-creation
https://github.com/aws/sagemaker-hyperpod-cli#option-1-create-custom-endpoint-through-init-experience
https://github.com/aws/sagemaker-hyperpod-cli#initialize-custom-endpoint-configuration
https://github.com/aws/sagemaker-hyperpod-cli#configure-custom-endpoint-parameters
https://github.com/aws/sagemaker-hyperpod-cli#validate-configuration-4
https://github.com/aws/sagemaker-hyperpod-cli#create-custom-endpoint
https://github.com/aws/sagemaker-hyperpod-cli#option-2-create-custom-endpoint-through-create-command
https://github.com/aws/sagemaker-hyperpod-cli#invoke-a-custom-inference-endpoint
https://github.com/aws/sagemaker-hyperpod-cli#managing-an-endpoint-1
https://github.com/aws/sagemaker-hyperpod-cli#list-pods-1
https://github.com/aws/sagemaker-hyperpod-cli#get-logs-1
https://github.com/aws/sagemaker-hyperpod-cli#get-operator-logs-3
https://github.com/aws/sagemaker-hyperpod-cli#deleting-an-endpoint-1
https://github.com/aws/sagemaker-hyperpod-cli#space
https://github.com/aws/sagemaker-hyperpod-cli#create-a-space
https://github.com/aws/sagemaker-hyperpod-cli#list-spaces
https://github.com/aws/sagemaker-hyperpod-cli#describe-a-space
https://github.com/aws/sagemaker-hyperpod-cli#update-a-space
https://github.com/aws/sagemaker-hyperpod-cli#startstop-a-space
https://github.com/aws/sagemaker-hyperpod-cli#get-logs-2
https://github.com/aws/sagemaker-hyperpod-cli#delete-a-space
https://github.com/aws/sagemaker-hyperpod-cli#port-forward-to-a-space
https://github.com/aws/sagemaker-hyperpod-cli#space-template-management
https://github.com/aws/sagemaker-hyperpod-cli#space-access
https://github.com/aws/sagemaker-hyperpod-cli#sdk
https://github.com/aws/sagemaker-hyperpod-cli#cluster-management-sdk
https://github.com/aws/sagemaker-hyperpod-cli#creating-a-cluster-stack
https://github.com/aws/sagemaker-hyperpod-cli#listing-cluster-stacks
https://github.com/aws/sagemaker-hyperpod-cli#describing-a-cluster-stack
https://github.com/aws/sagemaker-hyperpod-cli#monitoring-cluster-status
https://github.com/aws/sagemaker-hyperpod-cli#deleting-a-cluster-stack
https://github.com/aws/sagemaker-hyperpod-cli#training-sdk
https://github.com/aws/sagemaker-hyperpod-cli#creating-a-training-job
https://github.com/aws/sagemaker-hyperpod-cli#list-training-jobs-1
https://github.com/aws/sagemaker-hyperpod-cli#describe-a-training-job-1
https://github.com/aws/sagemaker-hyperpod-cli#list-pods-for-a-training-job
https://github.com/aws/sagemaker-hyperpod-cli#get-logs-from-a-pod
https://github.com/aws/sagemaker-hyperpod-cli#get-training-operator-logs
https://github.com/aws/sagemaker-hyperpod-cli#delete-a-training-job-1
https://github.com/aws/sagemaker-hyperpod-cli#inference-sdk
https://github.com/aws/sagemaker-hyperpod-cli#creating-a-jumpstartmodel-endpoint
https://sagemaker.readthedocs.io/en/v2.82.0/doc_utils/jumpstart.htmlhttps://sagemaker.readthedocs.io/en/v2.82.0/doc_utils/jumpstart.html
https://github.com/aws/sagemaker-hyperpod-cli#creating-a-custom-inference-endpoint-with-s3
https://github.com/aws/sagemaker-hyperpod-cli#list-endpoints
https://github.com/aws/sagemaker-hyperpod-cli#describe-an-endpoint
https://github.com/aws/sagemaker-hyperpod-cli#invoke-an-endpoint
https://github.com/aws/sagemaker-hyperpod-cli#list-pods-2
https://github.com/aws/sagemaker-hyperpod-cli#get-logs-3
https://github.com/aws/sagemaker-hyperpod-cli#get-operator-logs-4
https://github.com/aws/sagemaker-hyperpod-cli#delete-an-endpoint
https://github.com/aws/sagemaker-hyperpod-cli#observability---getting-monitoring-information
https://github.com/aws/sagemaker-hyperpod-cli#space-sdk
https://github.com/aws/sagemaker-hyperpod-cli#creating-a-space
https://github.com/aws/sagemaker-hyperpod-cli#list-spaces-1
https://github.com/aws/sagemaker-hyperpod-cli#get-a-space
https://github.com/aws/sagemaker-hyperpod-cli#update-a-space-1
https://github.com/aws/sagemaker-hyperpod-cli#startstop-a-space-1
https://github.com/aws/sagemaker-hyperpod-cli#get-space-logs
https://github.com/aws/sagemaker-hyperpod-cli#list-space-pods
https://github.com/aws/sagemaker-hyperpod-cli#create-space-access
https://github.com/aws/sagemaker-hyperpod-cli#delete-a-space-1
https://github.com/aws/sagemaker-hyperpod-cli#port-forward-to-a-space-1
https://github.com/aws/sagemaker-hyperpod-cli#space-template-management-1
https://github.com/aws/sagemaker-hyperpod-cli#examples
https://github.com/aws/sagemaker-hyperpod-cli#end-to-end-walkthrough
End-to-End Walkthrough Examplehttps://github.com/aws/sagemaker-hyperpod-cli/blob/main/examples/end_to_end_walkthrough/README.md
https://github.com/aws/sagemaker-hyperpod-cli#standalone-examples
https://github.com/aws/sagemaker-hyperpod-cli#cluster-management-example-notebooks
CLI Cluster Management Examplehttps://github.com/aws/sagemaker-hyperpod-cli/blob/main/examples/cluster_management/cluster_creation_init_experience.ipynb
SDK Cluster Management Examplehttps://github.com/aws/sagemaker-hyperpod-cli/blob/main/examples/cluster_management/cluster_creation_sdk_experience.ipynb
https://github.com/aws/sagemaker-hyperpod-cli#training-example-notebooks
CLI Training Init Experience Examplehttps://github.com/aws/sagemaker-hyperpod-cli/blob/main/examples/training/CLI/training-init-experience.ipynb
CLI Training Examplehttps://github.com/aws/sagemaker-hyperpod-cli/blob/main/examples/training/CLI/training-e2e-cli.ipynb
SDK Training Examplehttps://github.com/aws/sagemaker-hyperpod-cli/blob/main/examples/training/SDK/training_sdk_example.ipynb
https://github.com/aws/sagemaker-hyperpod-cli#inference-example-notebooks
https://github.com/aws/sagemaker-hyperpod-cli#cli-1
CLI Inference Jumpstart Model Init Experience Examplehttps://github.com/aws/sagemaker-hyperpod-cli/blob/main/examples/inference/CLI/inference-jumpstart-init-experience.ipynb
CLI Inference JumpStart Model Examplehttps://github.com/aws/sagemaker-hyperpod-cli/blob/main/examples/inference/CLI/inference-jumpstart-e2e-cli.ipynb
CLI Inference FSX Model Examplehttps://github.com/aws/sagemaker-hyperpod-cli/blob/main/examples/inference/CLI/inference-fsx-model-e2e-cli.ipynb
CLI Inference S3 Model Init Experience Examplehttps://github.com/aws/sagemaker-hyperpod-cli/blob/main/examples/inference/CLI/inference-s3-model-init-experience.ipynb
CLI Inference S3 Model Examplehttps://github.com/aws/sagemaker-hyperpod-cli/blob/main/examples/inference/CLI/inference-s3-model-e2e-cli.ipynb
https://github.com/aws/sagemaker-hyperpod-cli#sdk-1
SDK Inference JumpStart Model Examplehttps://github.com/aws/sagemaker-hyperpod-cli/blob/main/examples/inference/SDK/inference-jumpstart-e2e.ipynb
SDK Inference FSX Model Examplehttps://github.com/aws/sagemaker-hyperpod-cli/blob/main/examples/inference/SDK/inference-fsx-model-e2e.ipynb
SDK Inference S3 Model Examplehttps://github.com/aws/sagemaker-hyperpod-cli/blob/main/examples/inference/SDK/inference-s3-model-e2e.ipynb
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