Introducing Amazon SageMaker HyperPod to train foundation models at scale
AWS Machine Learning
NOVEMBER 30, 2023
Building foundation models (FMs) requires building, maintaining, and optimizing large clusters to train models with tens to hundreds of billions of parameters on vast amounts of data. Creating a resilient environment that can handle failures and environmental changes without losing days or weeks of model training progress is an operational challenge that requires you to implement cluster scaling, proactive health monitoring, job checkpointing, and capabilities to automatically resume training sh
Let's personalize your content