Jared Fernandez
Jared Fernandez
About
Publications
Energy Considerations of Large Language Model Inference and Efficiency Optimizations
Jared Fernandez*
,
Clara Na*
,
Vashsisth Tiwari*
,
Yonatan Bisk
,
Sasha Luccioni
,
Emma Strubell
April 2025
PDF
Type
Conference paper
Publication
Energy Considerations of Large Language Model Inference and Efficiency Optimizations
Energy
Efficiency
Inference
Related
Efficient Hardware Scaling and Diminishing Returns in Large-Scale Training of Language Models
Practical Evaluation of Machine Learning Efficiency Requires Model Life Cycle Assessment
The Framework Tax: Disparities Between Inference Efficiency in Research and Deployment
Empirically-Calibrated H100 Node Power Models for Reducing Uncertainty in AI Training Energy Estimation
Holistically Evaluating the Environmental Impact of Creating Language Models
Cite
×