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New models added to the Phi-3 family, available on Microsoft Azure

New models added to the Phi-3 family, available on Microsoft Azure

Read more announcements from Azure at Microsoft Build 2024: New ways Azure helps you build transformational AI experiences and The new era of compute powering Azure AI solutions. At Microsoft Build 2024, we are excited to add new models to the Phi-3 family of small, open models developed by Microsoft. We are introducing Phi-3-vision, a …

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Mixtral 8x22B is now available in Amazon SageMaker JumpStart

Mixtral 8x22B is now available in Amazon SageMaker JumpStart

Today, we are excited to announce the Mixtral-8x22B large language model (LLM), developed by Mistral AI, is available for customers through Amazon SageMaker JumpStart to deploy with one click for running inference. You can try out this model with SageMaker JumpStart, a machine learning (ML) hub that provides access to algorithms and models so you …

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Building Generative AI prompt chaining workflows with human in the loop

Building Generative AI prompt chaining workflows with human in the loop

Generative AI is a type of artificial intelligence (AI) that can be used to create new content, including conversations, stories, images, videos, and music. Like all AI, generative AI works by using machine learning models—very large models that are pretrained on vast amounts of data called foundation models (FMs). FMs are trained on a broad …

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How LotteON built a personalized recommendation system using Amazon SageMaker and MLOps

How LotteON built a personalized recommendation system using Amazon SageMaker and MLOps

This post is co-written with HyeKyung Yang, Jieun Lim, and SeungBum Shim from LotteON. LotteON aims to be a platform that not only sells products, but also provides a personalized recommendation experience tailored to your preferred lifestyle. LotteON operates various specialty stores, including fashion, beauty, luxury, and kids, and strives to provide a personalized shopping …

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Build a serverless exam generator application from your own lecture content using Amazon Bedrock

Build a serverless exam generator application from your own lecture content using Amazon Bedrock

Crafting new questions for exams and quizzes can be tedious and time-consuming for educators. The time required varies based on factors like subject matter, question types, experience level, and class level. Multiple-choice questions require substantial time to generate quality distractors and ensure a single unambiguous answer, and composing effective true-false questions demands careful effort to …

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Accelerate NLP inference with ONNX Runtime on AWS Graviton processors

Accelerate NLP inference with ONNX Runtime on AWS Graviton processors

ONNX is an open source machine learning (ML) framework that provides interoperability across a wide range of frameworks, operating systems, and hardware platforms. ONNX Runtime is the runtime engine used for model inference and training with ONNX. AWS Graviton3 processors are optimized for ML workloads, including support for bfloat16, Scalable Vector Extension (SVE), and Matrix …

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