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Supercharge your auto scaling for generative AI inference – Introducing Container Caching in SageMaker Inference

AWS Machine Learning - AI

Finally, we delve into the supported frameworks, with a focus on LMI, PyTorch, Hugging Face TGI, and NVIDIA Triton, and conclude by discussing how this feature fits into our broader efforts to enhance machine learning (ML) workloads on AWS. Saurabh Trikande is a Senior Product Manager for Amazon Bedrock and SageMaker Inference.

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How AWS sales uses Amazon Q Business for customer engagement

AWS Machine Learning - AI

When Amazon Q Business became generally available in April 2024, we quickly saw an opportunity to simplify our architecture, because the service was designed to meet the needs of our use caseto provide a conversational assistant that could tap into our vast (sales) domain-specific knowledge bases.

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Pliops lands $100M for chips that accelerate analytics in data centers

TechCrunch

Pliop’s processors are engineered to boost the performance of databases and other apps that run on flash memory, saving money in the long run, he claims. “It became clear that today’s data needs are incompatible with yesterday’s data center architecture. Image Credits: Pliops. The road ahead.

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Efficient Pre-training of Llama 3-like model architectures using torchtitan on Amazon SageMaker

AWS Machine Learning - AI

In this post, we collaborate with the team working on PyTorch at Meta to showcase how the torchtitan library accelerates and simplifies the pre-training of Meta Llama 3-like model architectures. To learn more, you can find our complete code sample on GitHub.

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Hardest tech roles to fill (+ solutions!)

Hacker Earth Developers Blog

Defines architecture, infrastructure, general layout of the system, technologies, and frameworks. Implements architecture, infrastructure, general layout of the system, technologies, and frameworks. Management skills . Architectural review . Engineering Managers. Look for engineering management forums.

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Hardest tech roles to fill (+ solutions!)

Hacker Earth Developers Blog

Defines architecture, infrastructure, general layout of the system, technologies, and frameworks. Implements architecture, infrastructure, general layout of the system, technologies, and frameworks. Management skills . Architectural review . Engineering Managers. Look for engineering management forums.

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What are model governance and model operations?

O'Reilly Media - Ideas

A look at the landscape of tools for building and deploying robust, production-ready machine learning models. Our surveys over the past couple of years have shown growing interest in machine learning (ML) among organizations from diverse industries. Why aren’t traditional software tools sufficient?