Training

Empirically-Calibrated H100 Node Power Models for Reducing Uncertainty in AI Training Energy Estimation

Environmental Research: Energy, 2025.

Efficient Hardware Scaling and Diminishing Returns in Large-Scale Training of Language Models

Transactions on Machine Learning Research, 2025.