End-to-End Example and Notebooks

End-to-End Walkthrough Example

End-to-End Walkthrough Example

End-to-End Walkthrough Example End-to-End walkthrough showing cluster setup; training, inference and spaces deployment as well as task governance usage.

https://github.com/aws/sagemaker-hyperpod-cli/blob/main/examples/cluster_management/cluster_creation_init_experience.ipynb

Cluster Management Example Notebooks

For detailed examples of cluster management with HyperPod, see:

CLI Cluster Management Example

Cluster Management Examples Refer the Cluster Management CLI Example.

https://github.com/aws/sagemaker-hyperpod-cli/blob/main/examples/cluster_management/cluster_creation_init_experience.ipynb

SDK Cluster Management Example

Cluster Management Examples Refer the Cluster Management SDK Example.

https://github.com/aws/sagemaker-hyperpod-cli/blob/main/examples/cluster_management/cluster_creation_sdk_experience.ipynb

Training Example Notebooks

For detailed examples of training with HyperPod, see:

CLI Training Init Experience Example

Training Examples Refer the Training CLI Init Experience Example.

https://github.com/aws/sagemaker-hyperpod-cli/blob/main/examples/training/CLI/training-init-exeprience.ipynb

CLI Training Example

Training Examples Refer the Training CLI Example.

https://github.com/aws/sagemaker-hyperpod-cli/blob/main/examples/training/CLI/training-e2e-cli.ipynb

SDK Training Example

Training Examples Refer the Training SDK Example.

https://github.com/aws/sagemaker-hyperpod-cli/blob/main/examples/training/SDK/training_sdk_example.ipynb

Recipe Job CLI Example

Recipe Job Example Submit a fine-tuning job using hyp-recipe-job — pre-built recipes from SageMaker JumpStart Hub, no YAML required.

https://github.com/aws/sagemaker-hyperpod-cli/blob/main/examples/end_to_end_walkthrough/01-training-job-submission/02-recipe-job-cli.ipynb

Inference Example Notebooks

For detailed examples of inference with HyperPod, see:

CLI Inference Examples

• CLI Inference JumpStart Model Init Experience Example

• CLI Inference JumpStart Model Example

• CLI Inference S3 Model Init Experience Example

• CLI Inference S3 Model Example

• CLI Inference FSX Model Example

SDK Inference Example

• SDK Inference JumpStart Model Example

• SDK Inference S3 Model Example

• SDK Inference FSX Model Example