Jackson Jewett wants to design buildings that use less concrete
The PhD student is honing algorithms for designing large structures with less material — helping to shrink the construction industry’s huge carbon footprint.
Optimize equipment performance with historical data, Ray, and Amazon SageMaker | Amazon Web Services
In this post, we will build an end-to-end solution to find optimal control policies using only historical data on Amazon SageMaker using Ray’s RLlib library. To learn more about reinforcement…
Best practices and design patterns for building machine learning workflows with Amazon SageMaker Pipelines | Amazon Web Services
In this post, we provide some best practices to maximize the value of SageMaker Pipelines and make the development experience seamless. We also discuss some common design scenarios and patterns…
Enable pod-based GPU metrics in Amazon CloudWatch | Amazon Web Services
This post details how to set up container-based GPU metrics and provides an example of collecting these metrics from EKS pods.
Build a secure enterprise application with Generative AI and RAG using Amazon SageMaker JumpStart | Amazon Web Services
In this post, we build a secure enterprise application using AWS Amplify that invokes an Amazon SageMaker JumpStart foundation model, Amazon SageMaker endpoints, and Amazon OpenSearch Service to explain how…
Fine-tune Llama 2 for text generation on Amazon SageMaker JumpStart | Amazon Web Services
Today, we are excited to announce the capability to fine-tune Llama 2 models by Meta using Amazon SageMaker JumpStart. The Llama 2 family of large language models (LLMs) is a…
Run multiple generative AI models on GPU using Amazon SageMaker multi-model endpoints with TorchServe and save up to 75% in inference costs | Amazon Web Services
Recently, generative AI applications have captured widespread attention and imagination. Customers want to deploy generative AI models on GPUs but at the same time are conscious of costs. SageMaker MMEs…
Intelligently search Adobe Experience Manager content using Amazon Kendra | Amazon Web Services
This post shows you how to configure the Amazon Kendra AEM connector to index your content and search your AEM assets and pages. The connector also ingests the access control…
Build a generative AI-based content moderation solution on Amazon SageMaker JumpStart | Amazon Web Services
In this post, we introduce a novel method to perform content moderation on image data with multi-modal pre-training and a large language model (LLM). With multi-modal pre-training, we can directly…
How to translate and rewrite articles using OpenAI GPT while keeping HTML markup intact
Learn how to easily translate and rewrite articles using the CyberSEO Pro WordPress plugin with OpenAI GPT, while keeping your HTML markup intact. Ideal for content automation and multilingual websites.