Amazon SageMaker
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AWS Inferentia and AWS Trainium deliver lowest cost to deploy Llama 3 models in Amazon SageMaker JumpStart
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Today, we’re excited to announce the availability of Meta Llama 3 inference on AWS Trainium and AWS Inferentia based instances in Amazon SageMaker ...

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Databricks DBRX is now available in Amazon SageMaker JumpStart
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Today, we are excited to announce that the DBRX model, an open, general-purpose large language model (LLM) developed by Databricks, is available ...

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Distributed training and efficient scaling with the Amazon SageMaker Model Parallel and Data Parallel Libraries
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There has been tremendous progress in the field of distributed deep learning for large language models (LLMs), especially after the release of ...

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Boost inference performance for Mixtral and Llama 2 models with new Amazon SageMaker containers
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In January 2024, Amazon SageMaker launched a new version (0.26.0) of Large Model Inference (LMI) Deep Learning Containers (DLCs). This version ...

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Build knowledge-powered conversational applications using LlamaIndex and Llama 2-Chat
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Unlocking accurate and insightful answers from vast amounts of text is an exciting capability enabled by large language models (LLMs). When ...

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Advanced RAG patterns on Amazon SageMaker
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Today, customers of all industries—whether it’s financial services, healthcare and life sciences, travel and hospitality, media and entertainment, ...

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Solar models from Upstage are now available in Amazon SageMaker JumpStart
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This blog post is co-written with Hwalsuk Lee at Upstage. Today, we’re excited to announce that the Solar foundation model developed by ...

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Enable single sign-on access of Amazon SageMaker Canvas using AWS IAM Identity Center: Part 2
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Amazon SageMaker Canvas allows you to use machine learning (ML) to generate predictions without having to write any code. It does so by covering ...

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Generative AI roadshow in North America with AWS and Hugging Face
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In 2023, AWS announced an expanded collaboration with Hugging Face to accelerate our customers’ generative artificial intelligence (AI) journey. ...

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Build a contextual text and image search engine for product recommendations using Amazon Bedrock and Amazon OpenSearch Serverless
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The rise of contextual and semantic search has made ecommerce and retail businesses search straightforward for its consumers. Search engines and ...

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Seamlessly transition between no-code and code-first machine learning with Amazon SageMaker Canvas and Amazon SageMaker Studio
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Amazon SageMaker Studio is a web-based, integrated development environment (IDE) for machine learning (ML) that lets you build, train, debug, ...

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Nielsen Sports sees 75% cost reduction in video analysis with Amazon SageMaker multi-model endpoints
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This is a guest post co-written with Tamir Rubinsky and Aviad Aranias from Nielsen Sports. Nielsen Sports shapes the world’s media and ...

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