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

TutoSartup excerpt from this article:
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 a convenient and cost-effective omic data store and Amazon Sagemaker as a fully managed machine learning (ML) service to train and deploy the model... DNABERT used a Bidirectional Encoder Representatio...

Falcon 2 11B is now available on Amazon SageMaker JumpStart

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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... The Falcon 2 11B model is available on SageMaker JumpStart, a machine learning (ML) hu...

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

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Amazon Bedrock is a fully managed service that makes foundational models (FMs) from leading artificial intelligence (AI) companies and Amazon available through an API, so you can choose from a wide range of FMs to find the model that’s best suited for your use case... With the Amazon Bedrock serverless experience, you can get started quickly, privately customize FMs with your own data, and int...

US Q1 GDP Revised Down, But Q2 Nowcasts See Firmer Growth

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6% estimate... But the current nowcast for Q2 suggests that output will stabilize if not strengthen, based on the median for a set of estimates compiled by CapitalSpectator...Today’s revised median Q2 nowcast is in line with recent estimates... As for Q1’s weaker print, the key factor is related to a downside revision in consumer spending, notes Wells Fargo’s economics team: In the initial...

Macro Briefing: 31 May 2024

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3%:The US equity market’s implied real (inflation-adjusted) excess return forecast relative to bonds for the decade ahead is near the lowest level in over seven decades, based on analysis by TMC Research, a new division of The Milwaukee Company, a wealth management firm... Using data published by Yale University’s Robert Shiller, a regression model that compares the real excess CAPE yield a...

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

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Amazon Bedrock is a fully managed service that offers a choice of high-performing foundation models (FMs) from leading AI companies like AI21 Labs, Anthropic, Cohere, Meta, Stability AI, and Amazon with a single API, along with a broad set of capabilities to build generative AI applications, simplifying development while maintaining privacy and security... With the comprehensive capabilities of ...

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

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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... In this post, we introduce the Media Analysis and Policy Evaluation solution, which uses AWS AI and generative AI services to provide a framework to streamline video extraction ...