Enable faster training with Amazon SageMaker data parallel library

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Large language model (LLM) training has become increasingly popular over the last year with the release of several publicly available models such as Llama2, Falcon, and StarCoder... Customers are now training LLMs of unprecedented size ranging from 1 billion to over 175 billion parameters... Training these LLMs requires significant compute resources and time as hundreds to thousands of graphics pr...

Use custom metadata created by Amazon Comprehend to intelligently process insurance claims using Amazon Kendra

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In this use case, the documents received by the insurance provider do not contain any metadata that allows searching the content based on certain entities and classes... The insurance provider wants to filter Kendra content based on custom entities and classes specific to their business domain... Solution overview In this proposed solution, we will 1) classify insurance claims submissions into ...

Foundational data protection for enterprise LLM acceleration with Protopia AI

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New and powerful large language models (LLMs) are changing businesses rapidly, improving efficiency and effectiveness for a variety of enterprise use cases... AWS is especially well suited to provide enterprises the tools necessary for deploying LLMs at scale to enable critical decision-making... In their implementation of generative AI technology, enterprises have real concerns about data expo...

How thatgamecompany Fosters Human Connections Through Innovative Technology & Developer Mindset

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The company creates titles such as fl0w, Flower, Journey, and Sky: Children of the Light within the studio’s ethos: nurturing positive human interactions, fostering empathy, and generating experiences of inclusivity and understanding between players... Read on to learn more about the unique event, the new player experiences that were created, and how exactly this new technology came to be......

Harvesting AI-driven insights and efficiencies with agricultural data innovation

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Productivity in the agriculture sector impacts every single person... To secure our future and the availability of food, the agriculture industry must innovate... Azure Data Manager for Agriculture Innovate with agriculture data... This empowers organizations with high quality datasets to accelerate the development and adoption of digital ...

IAM Access Analyzer simplifies inspection of unused access in your organization

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You can use IAM Access Analyzer external access findings to continuously monitor your AWS Organizations organization and Amazon Web Services (AWS) accounts for public and cross-account access to your resources, and verify that only intended external access is granted... Now, you can use IAM Access Analyzer unused access findings to identify unused access granted to IAM roles and users in your org...