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How Rocket Companies modernized their data science solution on AWS

This post was written with Dian Xu and Joel Hawkins of Rocket Companies. Rocket Companies is a Detroit-based FinTech company…

1 year ago

Optimizing image generation pipelines on Google Cloud: A practical guide

Generative AI diffusion models such as Stable Diffusion and Flux produce stunning visuals, empowering creators across various verticals with impressive…

1 year ago

Evaluating Sample Utility for Data Selection by Mimicking Model Weights

Foundation models are trained on large-scale web-crawled datasets, which often contain noise, biases, and irrelevant information. This motivates the use…

1 year ago

Generate synthetic counterparty (CR) risk data with generative AI using Amazon Bedrock LLMs and RAG

Data is the lifeblood of modern applications, driving everything from application testing to machine learning (ML) model training and evaluation.…

1 year ago

An SRE’s guide to optimizing ML systems with MLOps pipelines

Picture this: you’re an Site Reliability Engineer (SRE) responsible for the systems that power your company’s machine learning (ML) services.…

1 year ago

It’s a Sign: AI Platform for Teaching American Sign Language Aims to Bridge Communication Gaps

American Sign Language is the third most prevalent language in the United States — but there are vastly fewer AI…

1 year ago

KV Prediction for Improved Time to First Token

Inference with transformer-based language models begins with a prompt processing step. In this step, the model generates the first output…

1 year ago

Build verifiable explainability into financial services workflows with Automated Reasoning checks for Amazon Bedrock Guardrails

Foundational models (FMs) and generative AI are transforming how financial service institutions (FSIs) operate their core business functions. AWS FSI…

1 year ago

Rethinking 5G: The cloud imperative

The telecommunications industry is at a critical juncture. The demands of 5G, the explosion of connected devices, and the ever-increasing…

1 year ago

Massive Foundation Model for Biomolecular Sciences Now Available via NVIDIA BioNeMo

Scientists everywhere can now access Evo 2, a powerful new foundation model that understands the genetic code for all domains…

1 year ago