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Pre-training genomic language models using AWS HealthOmics and Amazon SageMaker

Pre-training genomic language models using AWS HealthOmics and Amazon SageMaker

Genomic language models are a new and exciting field in the application of large language models to challenges in genomics. In this blog post and open source project, we show you how you can pre-train a genomics language model, HyenaDNA, using your genomic data in the AWS Cloud. Here, we use AWS HealthOmics storage as …

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Falcon 2 11B is now available on Amazon SageMaker JumpStart

Falcon 2 11B is now available on Amazon SageMaker JumpStart

Today, we are excited to announce that the first model in the next generation Falcon 2 family, the Falcon 2 11B foundation model (FM) from Technology Innovation Institute (TII), is available through Amazon SageMaker JumpStart to deploy and run inference. Falcon 2 11B is a trained dense decoder model on a 5.5 trillion token dataset …

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Implementing Knowledge Bases for Amazon Bedrock in support of GDPR (right to be forgotten) requests

Implementing Knowledge Bases for Amazon Bedrock in support of GDPR (right to be forgotten) requests

The General Data Protection Regulation (GDPR) right to be forgotten, also known as the right to erasure, gives individuals the right to request the deletion of their personally identifiable information (PII) data held by organizations. This means that individuals can ask companies to erase their personal data from their systems and from the systems of …

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Microsoft and Broadcom to support license portability for VMware Cloud Foundation on Azure VMware Solution

Microsoft and Broadcom to support license portability for VMware Cloud Foundation on Azure VMware Solution

Co-authored by Ahmar Mohammad, Vice President, Partners, Managed Services, and Solutions GTM, VCF Division, Broadcom Microsoft and Broadcom have partnered closely for many years to support our mutual customers, and we continue to build and innovate together as customer needs change. Today, we are pleased to share that Microsoft and Broadcom are expanding our partnership …

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CBRE and AWS perform natural language queries of structured data using Amazon Bedrock

CBRE and AWS perform natural language queries of structured data using Amazon Bedrock

This is a guest post co-written with CBRE. CBRE is the world’s largest commercial real estate services and investment firm, with 130,000 professionals serving clients in more than 100 countries. Services range from financing and investment to property management. CBRE is unlocking the potential of artificial intelligence (AI) to realize value across the entire commercial …

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Dynamic video content moderation and policy evaluation using AWS generative AI services

Dynamic video content moderation and policy evaluation using AWS generative AI services

Organizations across media and entertainment, advertising, social media, education, and other sectors require efficient solutions to extract information from videos and apply flexible evaluations based on their policies. Generative artificial intelligence (AI) has unlocked fresh opportunities for these use cases. In this post, we introduce the Media Analysis and Policy Evaluation solution, which uses AWS …

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Vitech uses Amazon Bedrock to revolutionize information access with AI-powered chatbot

Vitech uses Amazon Bedrock to revolutionize information access with AI-powered chatbot

This post is co-written with Murthy Palla and Madesh Subbanna from Vitech. Vitech is a global provider of cloud-centered benefit and investment administration software. Vitech helps group insurance, pension fund administration, and investment clients expand their offerings and capabilities, streamline their operations, and gain analytical insights. To serve their customers, Vitech maintains a repository of …

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Enhance your security capabilities with Azure Bastion Premium

Enhance your security capabilities with Azure Bastion Premium

At Microsoft Azure, we are unwavering in our commitment to providing robust and reliable networking solutions for our customers. In today’s dynamic digital landscape, seamless connectivity, uncompromising security, and optimal performance are non-negotiable. As cyber threats have grown more frequent and severe, the demand for security in the cloud has increased drastically. As a response …

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Celebrating customers’ journeys to AI innovation at Microsoft Build 2024

Celebrating customers’ journeys to AI innovation at Microsoft Build 2024

Ever since I started at Microsoft in August 2023, I was more than excited for Microsoft Build 2024, which wrapped up last week. Why? The achievements of our customers leveraging Azure AI to drive innovation across all industries are astounding, and I’ll happily take every opportunity to showcase and celebrate them. From enhancing productivity and …

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Enhance image search experiences with Amazon Personalize, Amazon OpenSearch Service, and Amazon Titan Multimodal Embeddings in Amazon Bedrock

Enhance image search experiences with Amazon Personalize, Amazon OpenSearch Service, and Amazon Titan Multimodal Embeddings in Amazon Bedrock

A variety of different techniques have been used for returning images relevant to search queries. Historically, the idea of creating a joint embedding space to facilitate image captioning or text-to-image search has been of interest to machine learning (ML) practitioners and businesses for quite a while. Contrastive Language–Image Pre-training (CLIP) and Bootstrapping Language-Image Pre-training (BLIP) …

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