# Amazon SageMaker HyperPod checkpointless training tutorials
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[ HyperPod checkpointless training recipes](https://github.com/aws/sagemaker-hyperpod-checkpointless-training) are predefined job configurations with checkpointless training features enabled. Using these recipes, makes it easier to get started with checkpointless training on HyperPod.

**Topics**
+ [Tutorials - Amazon SageMaker HyperPod Checkpointless Full Finetuning GPT OSS 120b](sagemaker-eks-checkpointless-recipes-finetune.md)
+ [Tutorials - Amazon SageMaker HyperPod Checkpointless PEFT-LoRA GPT OSS 120b](sagemaker-eks-checkpointless-recipes-peft.md)
+ [Tutorials - Amazon SageMaker HyperPod Checkpointless Pretraining Llama 3 70b](sagemaker-eks-checkpointless-recipes-pretraining-llama3.md)
+ [Tutorials - Amazon SageMaker HyperPod Checkpointless PEFT-LoRA Llama 3 70b](sagemaker-eks-checkpointless-recipes-peft-llama.md)
+ [Tutorials - Amazon SageMaker HyperPod Checkpointless Pretraining or Finetuning Custom Models](sagemaker-eks-checkpointless-recipes-custom.md)