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AWS SageMaker AI integrates NVIDIA Blackwell GPUs for optimized large model training

Amazon SageMaker AI is now optimized to leverage NVIDIA Blackwell GPUs, enabling more efficient training of large AI models. The new P6-B200 instances with 8 Blackwell GPUs offer expanded memory and higher bandwidth, reducing constraints like limited batch sizes and sequence lengths. This allows for larger batch sizes, simplified model sharding, and longer sequence lengths, ultimately leading to faster iteration cycles and lower infrastructure costs. AI

IMPACT Enables more efficient and cost-effective training of large AI models by leveraging new GPU architecture.

RANK_REASON This is a product integration announcement for a cloud platform and hardware, not a new frontier model release.

Read on AWS Machine Learning Blog →

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AWS SageMaker AI integrates NVIDIA Blackwell GPUs for optimized large model training

COVERAGE [1]

  1. AWS Machine Learning Blog TIER_1 English(EN) · Andrea Gallo ·

    Optimize model training on Amazon SageMaker AI with NVIDIA Blackwell

    This post shows you how to configure training jobs on Amazon SageMaker AI to get the most out of Blackwell’s architecture on AWS. You learn how to select batch sizes and sequence lengths that take advantage of Blackwell’s expanded memory, choose the right precision format for you…