Tutorials - Amazon SageMaker AI

Tutorials

The following quick-start tutorials help you get started with using the recipes for training:

SageMaker HyperPod with Slurm Orchestration
- Pre-training
  - HyperPod Slurm cluster pre-training tutorial (GPU)
  - Trainium Slurm cluster pre-training tutorial
- Fine-tuning
  - HyperPod Slurm cluster PEFT-Lora tutorial (GPU)
  - HyperPod Slurm cluster DPO tutorial (GPU)
SageMaker HyperPod with K8s Orchestration
- Pre-training
  - Kubernetes cluster pre-training tutorial (GPU)
  - Trainium SageMaker training jobs pre-training tutorial
SageMaker training jobs
- Pre-training
  - SageMaker training jobs pre-training tutorial (GPU)
  - Trainium SageMaker training jobs pre-training tutorial

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.

HyperPod recipes

GPU pre-training with Slurm clusters