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In this post, we demonstrate how to use neural architecture search (NAS) based structural pruning to compress a fine-tuned BERT model to improve model performance and reduce inference times. Pre-trained language models (PLMs) are undergoing rapid commercial and enterprise adoption in the areas of productivity tools, customer service, search and recommendations, business process automation, and …

Reduce inference time for BERT models using neural architecture search and SageMaker Automated Model Tuning Read More »

Cloud-native technologies like containers and Kubernetes are the future of application development. That’s why we’re honored to announce that Microsoft has been named a Leader in the 2023 Gartner® Magic Quadrant™ for Container Management*. We believe that this recognition validates our end-to-end approach for developing and deploying enterprise-grade, cloud-native apps that run on Azure, in …

Microsoft named a Leader in the 2023 Gartner® Magic Quadrant™ for Container Management Read More »

Learn more about Google for Startups Accelerator: AI First program for North American startups.

Today, we’re excited to announce the availability of Llama 2 inference and fine-tuning support on AWS Trainium and AWS Inferentia instances in Amazon SageMaker JumpStart. Using AWS Trainium and Inferentia based instances, through SageMaker, can help users lower fine-tuning costs by up to 50%, and lower deployment costs by 4.7x, while lowering per token latency. …

Fine-tune and deploy Llama 2 models cost-effectively in Amazon SageMaker JumpStart with AWS Inferentia and AWS Trainium Read More »

Geospatial data is data about specific locations on the earth’s surface. It can represent a geographical area as a whole or it can represent an event associated with a geographical area. Analysis of geospatial data is sought after in a few industries. It involves understanding where the data exists from a spatial perspective and why …

Use mobility data to derive insights using Amazon SageMaker geospatial capabilities Read More »

We’re launching Circle to Search and an AI-powered multisearch experience to help you search even more naturally.

Check out the ways Google and Samsung are collaborating to bring the latest Google AI innovations to Samsung’s flagship smartphones.

Circle to Search is a new way to search what’s on your screen without switching apps, available on select premium Android smartphones.

Check out the ways Google and Samsung are collaborating to bring the latest Google AI innovations to Samsung’s flagship smartphones.

In today’s digital landscape, the cloud has become a cornerstone for over 90%1 of organizations. This widespread adoption brings a growing complexity to cloud portfolios as companies navigate the challenges of migrating on-premises environments, managing hybrid workloads, and modernizing their cloud estate—all while operating under current business imperatives of speed and scale. To overcome this, …

Dynatrace and the Microsoft commercial marketplace: AI-powered cloud transformation Read More »