ML | AWS HPC Blog

Run protein folding on AWS with Quantori

Curious about running AI-powered protein folding analyses on AWS? Quantori’s new solution makes it easy to test generative models and visualize results in your own cloud environment.

Scaling your LLM inference workloads: multi-node deployment with TensorRT-LLM and Triton on Amazon EKS

LLMs are scaling exponentially. Learn how advanced technologies like Triton, TRT-LLM and EKS enable seamless deployment of models like the 405B parameter Llama 3.1. Let’s go large.

Automotive component design at Nifco using generative AI and diffusion models

Combining generative AI with AWS services, Nifco USA is exploring new frontiers in structural design. See how they’re using diffusion models, SageMaker, and Batch to create game-changing lightweight auto parts.

Use Terraform to deploy a complete AWS Batch environment on Amazon EKS

Harness the power of AWS Batch on Amazon EKS with this new Terraform blueprint. It provides a complete template to create robust batch processing in the cloud. An easy button you shouldn’t miss.

LLMs: the new frontier in generative agent-based simulation

How can LLMs take agent-based simulation to the next level? Check out our new post on leveraging large language models’ capabilities for more realistic modeling.

Harnessing the power of agent-based modeling for equity market simulation and strategy testing

Financial professionals: Simulate realistic market conditions with Simudyne’s agent-based modeling on AWS and Red Hat OpenShift. Learn how HKEX leverages these insights.

Near-real-time energy production forecasts with NVIDIA Earth-2 and AWS Batch

Using AWS Batch and NVIDIA Earth-2, we built a scalable workflow that explores millions of scenarios at a fraction of the cost of traditional methods. This innovative approach not only provides rapid energy calculations, but also shows the potential of AI-driven meteorology.

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AWS HPC Blog

Tag: ML