AWS AI services enhanced with FM-powered capabilities

Favorite Artificial intelligence (AI) continues to transform how we do business and serve our customers. AWS offers a range of pre-trained AI services that provide ready-to-use intelligence for your applications. In this post, we explore the new AI service capabilities and how they are enhanced using foundation models (FMs). We

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Shared by AWS Machine Learning November 28, 2023

Simplify data prep for generative AI with Amazon SageMaker Data Wrangler

Favorite Generative artificial intelligence (generative AI) models have demonstrated impressive capabilities in generating high-quality text, images, and other content. However, these models require massive amounts of clean, structured training data to reach their full potential. Most real-world data exists in unstructured formats like PDFs, which requires preprocessing before it can

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Shared by AWS Machine Learning November 28, 2023

Boost inference performance for LLMs with new Amazon SageMaker containers

Favorite Today, Amazon SageMaker launches a new version (0.25.0) of Large Model Inference (LMI) Deep Learning Containers (DLCs) and adds support for NVIDIA’s TensorRT-LLM Library. With these upgrades, you can effortlessly access state-of-the-art tooling to optimize large language models (LLMs) on SageMaker and achieve price-performance benefits – Amazon SageMaker LMI

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Shared by AWS Machine Learning November 28, 2023

Introducing three new NVIDIA GPU-based Amazon EC2 instances

Favorite Amazon Elastic Compute Cloud (Amazon EC2) accelerated computing portfolio offers the broadest choice of accelerators to power your artificial intelligence (AI), machine learning (ML), graphics, and high performance computing (HPC) workloads. We are excited to announce the expansion of this portfolio with three new instances featuring the latest NVIDIA

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Shared by AWS Machine Learning November 28, 2023

Amazon Transcribe announces a new speech foundation model-powered ASR system that expands support to over 100 languages

Favorite Amazon Transcribe is a fully managed automatic speech recognition (ASR) service that makes it straightforward for you to add speech-to-text capabilities to your applications. Today, we are happy to announce a next-generation multi-billion parameter speech foundation model-powered system that expands automatic speech recognition to over 100 languages. In this

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Shared by AWS Machine Learning November 27, 2023

How SnapLogic built a text-to-pipeline application with Amazon Bedrock to translate business intent into action

Favorite This post was co-written with Greg Benson, Chief Scientist; Aaron Kesler, Sr. Product Manager; and Rich Dill, Enterprise Solutions Architect from SnapLogic. Many customers are building generative AI apps on Amazon Bedrock and Amazon CodeWhisperer to create code artifacts based on natural language. This use case highlights how large

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Shared by AWS Machine Learning November 25, 2023