EnergyLens: Interpretable Closed-Form Energy Models for Multimodal LLM Inference Serving

Vittorio Palladino, Gianluca Palermo, Michael E. Papka +1

As large language models span dense, mixture-of-experts, and state-space architectures and are deployed on heterogeneous accelerators under increasingly diverse multimodal workload…