AI

How to build AI scaling laws for efficient LLM training and budget maximization

When researchers are building large language models (LLMs), they aim to maximize performance under a particular computational and financial budget. Since training a model can amount to millions of dollars, developers need to be judicious with cost-impacting decisions about, for instance, the model architecture, optimizers, and training datasets before committing to a model. To anticipate […]

How to build AI scaling laws for efficient LLM training and budget maximization Read More »

Schedule topology-aware workloads using Amazon SageMaker HyperPod task governance

Today, we are excited to announce a new capability of Amazon SageMaker HyperPod task governance to help you optimize training efficiency and network latency of your AI workloads. SageMaker HyperPod task governance streamlines resource allocation and facilitates efficient compute resource utilization across teams and projects on Amazon Elastic Kubernetes Service (Amazon EKS) clusters. Administrators can

Schedule topology-aware workloads using Amazon SageMaker HyperPod task governance Read More »

How msg enhanced HR workforce transformation with Amazon Bedrock and msg.ProfileMap

This post is co-written with Stefan Walter from msg. With more than 10,000 experts in 34 countries, msg is both an independent software vendor and a system integrator operating in highly regulated industries, with over 40 years of domain-specific expertise. msg.ProfileMap is a software as a service (SaaS) solution for skill and competency management. It’s

How msg enhanced HR workforce transformation with Amazon Bedrock and msg.ProfileMap Read More »

Machine-learning tool gives doctors a more detailed 3D picture of fetal health

For pregnant women, ultrasounds are an informative (and sometimes necessary) procedure. They typically produce two-dimensional black-and-white scans of fetuses that can reveal key insights, including biological sex, approximate size, and abnormalities like heart issues or cleft lip. If your doctor wants a closer look, they may use magnetic resonance imaging (MRI), which uses magnetic fields

Machine-learning tool gives doctors a more detailed 3D picture of fetal health Read More »

Automate advanced agentic RAG pipeline with Amazon SageMaker AI

Retrieval Augmented Generation (RAG) is a fundamental approach for building advanced generative AI applications that connect large language models (LLMs) to enterprise knowledge. However, crafting a reliable RAG pipeline is rarely a one-shot process. Teams often need to test dozens of configurations (varying chunking strategies, embedding models, retrieval techniques, and prompt designs) before arriving at

Automate advanced agentic RAG pipeline with Amazon SageMaker AI Read More »