Accelerate Generative AI Inference with NVIDIA NIM Microservices on Amazon SageMaker

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To deploy it on your own SageMaker account securely, you can pull the Docker container from the public Amazon Elastic Container Registry (Amazon ECR) container maintained by NVIDIA and re-upload it to your own private container: %%bash --out nim_image public_nim_image="public...0" nim_model="nim-llama3-8b-instruct" docker pull ${public_nim_image} account=$(aws sts get-caller-identity --query...

Celebrating the final AWS DeepRacer League championship and road ahead

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The AWS DeepRacer League is the world’s first autonomous racing league, open to everyone and powered by machine learning (ML)... AWS DeepRacer brings builders together from around the world, creating a community where you learn ML hands-on through friendly autonomous racing competitions... As we celebrate the achievements of over 560,000 participants from more than 150 countries who sharpened th...

Advancing cloud platform operations and reliability with optimization algorithms

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This is an example of an optimization problem, an industry concept that revolves around finding the best way to allocate resources, manage workloads, and ensure performance while keeping costs low and adhering to various constraints...  I’ve asked Rohit Pandey, Principal Data Scientist Manager, and Akshay Sathiya, Data Scientist, from the Azure Core Insights Data Science Team to discuss a...

Provide a personalized experience for news readers using Amazon Personalize and Amazon Titan Text Embeddings on Amazon Bedrock

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News publishers want to provide a personalized and informative experience to their readers, but the short shelf life of news articles can make this quite difficult... In news publishing, articles typically have peak readership within the same day of publication... Additionally, news publishers frequently publish new articles and want to show these articles to interested readers as quickly as possi...

The Workers Have Left The Building

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The Capital Spectator is clocking out early for the Labor Day holiday. The usual schedule of toiling in the editorial salt mines resumes with the morning whistle on Tuesday, Sep. 3. Cheers......

Implementing tenant isolation using Agents for Amazon Bedrock in a multi-tenant environment

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A common challenge in multi-tenant offerings, such as software as a service (SaaS) products, is tenant isolation... Tenant isolation makes sure each tenant can access only their own resources—even if all tenants run on shared infrastructure... You can isolate tenants in an application using different multi-tenant architecture patterns... In some cases, isolation can be achieved by having entir...

Check out what’s new in Azure VMware Solution

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I’m writing to you today from VMware Explore in Las Vegas, where my team and I are thrilled to present the latest updates for Azure VMware Solution (AVS)... We’re hosting sessions, showcasing demos at our booth, and most importantly, meeting directly with customers like these to help them map the future of their VMware environments to take advantage of all the benefits of Microsoft Azure......