SageMaker Python SDK

The SageMaker Python SDK v3 provides a modern, modular API for training, fine-tuning, and managing Amazon Nova models on SageMaker HyperPod. Use trainer classes (CPTTrainer, SFTTrainer, DPOTrainer, RLVRTrainer) with HyperPodCompute configuration to run distributed customization jobs on your HyperPod cluster.

For more information, see Customizing with SageMaker Python SDK.

Warning Javascript is disabled or is unavailable in your browser.

To use the Amazon Web Services Documentation, Javascript must be enabled. Please refer to your browser's Help pages for instructions.

Document Conventions

Customization using SageMaker HyperPod

HP cluster setup