Announcing support for Llama 2 and Mistral models and streaming responses in Amazon SageMaker Canvas

TutoSartup excerpt from this article:
Launched in 2021, Amazon SageMaker Canvas is a visual, point-and-click service for building and deploying machine learning (ML) models without the need to write any code...AI models and the launch of streaming responses, SageMaker Canvas continues to empower everyone that wants to get started with generative AI without writing a single line of code... Introducing Meta Llama 2 and Mistral models ...

How HSR.health is limiting risks of disease spillover from animals to humans using Amazon SageMaker geospatial capabilities

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health...health is a geospatial health risk analytics firm whose vision is that global health challenges are solvable through human ingenuity and the focused and accurate application of data analytics... In this post, we present one approach for zoonotic disease prevention that uses Amazon SageMaker geospatial capabilities to create a tool that provides more accurate disease spread information to ...

2023 C5 Type 2 attestation report available, including two new Regions and 170 services in scope

TutoSartup excerpt from this article:
The C5 report illustrates the compliance status of AWS for both the basic and additional criteria of C5... Customers can download the C5 report through AWS Artifact, a self-service portal for on-demand access to AWS compliance reports... AWS strives to continuously bring services into the scope of its compliance programs to help you meet your architectural and regulatory needs... If you have que...

AWS named as a Leader in 2023 Gartner Magic Quadrant for Strategic Cloud Platform Services for thirteenth year in a row

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SCPS, previously known as Magic Quadrant for Cloud Infrastructure and Platform Services (CIPS), is defined as “standardized, automated, public cloud offerings integrating infrastructure services (for example, computing, network, and storage), platform services (for example, managed application and data services) and transformation services (programs/resources that help customers adopt cloud-or...

How to migrate your on-premises domain to AWS Managed Microsoft AD using ADMT

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Customers often ask us how to migrate their on-premises Active Directory (AD) domain to AWS so they can be free of the operational management of their AD infrastructure... AWS provides operational management of the domain controllers, and you use standard AD tools to administer users, groups, and computers... With AWS Managed Microsoft AD, you can join Amazon EC2 and Amazon RDS for SQL Server...

Monitor embedding drift for LLMs deployed from Amazon SageMaker JumpStart

TutoSartup excerpt from this article:
In the RAG pattern, we find pieces of reference content related to an input prompt by performing similarity searches on embeddings... Embeddings are just vectors of floating point numbers, so we can analyze them to help answer three important questions: Is our reference data changing over time? Are the questions users are asking changing over time? And finally, how well is our reference data cove...

Designing generative AI workloads for resilience

TutoSartup excerpt from this article:
Full stack generative AI Although a lot of the excitement around generative AI focuses on the models, a complete solution involves people, skills, and tools from several domains... Consider the following picture, which is an AWS view of the a16z emerging application stack for large language models (LLMs)... Compared to a more traditional solution built around AI and machine learning (ML), a ...