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Accelerate your model training with managed tiered checkpointing on Amazon SageMaker HyperPod

Accelerate your model training with managed tiered checkpointing on Amazon SageMaker HyperPod

As organizations scale their AI infrastructure to support trillion-parameter models, they face a difficult trade-off: reduced training time with lower cost or faster training time with a higher cost. When they checkpoint frequently to speed up recovery time and minimize lost training time, they incur in substantially higher storage cost. And when they checkpoint infrequently, …

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Maximize HyperPod Cluster utilization with HyperPod task governance fine-grained quota allocation

Maximize HyperPod Cluster utilization with HyperPod task governance fine-grained quota allocation

We are excited to announce the general availability of fine-grained compute and memory quota allocation with HyperPod task governance. With this capability, customers can optimize Amazon SageMaker HyperPod cluster utilization on Amazon Elastic Kubernetes Service (Amazon EKS), distribute fair usage, and support efficient resource allocation across different teams or projects. For more information, see HyperPod task governance best …

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Build and scale adoption of AI agents for education with Strands Agents, Amazon Bedrock AgentCore, and LibreChat

Build and scale adoption of AI agents for education with Strands Agents, Amazon Bedrock AgentCore, and LibreChat

Basic AI chat isn’t enough for most business applications. Institutions need AI that can pull from their databases, integrate with their existing tools, handle multi-step processes, and make decisions independently. This post demonstrates how to quickly build sophisticated AI agents using Strands Agents, scale them reliably with Amazon Bedrock AgentCore, and make them accessible through …

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Skai uses Amazon Bedrock Agents to significantly improve customer insights by revolutionized data access and analysis

Skai uses Amazon Bedrock Agents to significantly improve customer insights by revolutionized data access and analysis

This post was written with Lior Heber and Yarden Ron of Skai. Skai (formerly Kenshoo) is an AI-driven omnichannel advertising and analytics platform designed for brands and agencies to plan, launch, optimize, and measure paid media across search, social, retail media marketplaces and other “walled-garden” channels from a single interface. By unifying data from over …

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The power of AI in driving personalized product discovery at Snoonu

The power of AI in driving personalized product discovery at Snoonu

This post was written with Felipe Monroy, Ana Jaime, and Nikita Gordeev from Snoonu. Managing a massive product catalog in the ecommerce space has introduced new hurdles for retailers who are trying to efficiently connect customers with the items they truly want. Traditional one-size-fits-all approaches often result in lost opportunities and reduced customer engagement. For …

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