Institute for Energy Research

U.S. Peak Load Growth to Increase by 166 Gigawatts Over the Next Five Years

The five-year forecast of U.S. utility peak load growth has increased from 24 gigawatts in 2022 to 166 gigawatts in 2025 — by nearly a factor of seven in just three years. Some believe that the data ...
GitHub

ArcticTraining: Simplifying and Accelerating Post-Training for LLMs

ArcticTraining is a framework designed to simplify and accelerate the post-training process for large language models (LLMs). It addresses challenges in current frameworks, such as limited support for ...
Bloomberg L.P.

Bloomberg AI Researchers’ Advance Text-to-SQL Accuracy with Multi-Agent PExA Framework

A team of AI researchers at Bloomberg have developed PExA, an agentic framework that achieved 70.2% execution accuracy, sharing one of the top positions on the Spider 2.0 (Snow) leaderboard, one of ...
IEEE

Federated Learning With Non-IID Data: A Survey

Abstract: Federated learning (FL) is an efficient decentralized machine learning methodology for processing nonindependent and identically distributed (non-IID) data due to geographical and temporal ...