Скачать или смотреть AWS re:Invent 2024 - Explore the many ways to train foundation models on AWS (CMP321)

Training large-scale foundation models presents unique challenges. This session unravels the complexities of building and scaling these models. From selecting the optimal compute resources—including GPUs, AWS Trainium, and AWS Inferentia—to optimizing data pipelines with Amazon S3, Amazon FSx for Lustre, or NVMe and maximizing network performance with an Elastic Fabric Adapter. It also covers how Amazon SageMaker HyperPod can help you save up to 40% on training costs. Receive practical guidance for overcoming challenges and achieving peak performance in your foundation model training, and hear how customers leverage AWS AI chips to train their foundation models for a multi-agent personal AI.

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AWS re:Invent: https://go.aws/reinvent.
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Amazon Web Services (AWS) hosts events, both online and in-person, bringing the cloud computing community together to connect, collaborate, and learn from AWS experts. AWS is the world's most comprehensive and broadly adopted cloud platform, offering over 200 fully featured services from data centers globally. Millions of customers—including the fastest-growing startups, largest enterprises, and leading government agencies—are using AWS to lower costs, become more agile, and innovate faster.

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