Modality Inflation: Energy Characterization and Optimization Opportunities for MLLM Inference

Mona Moghadampanah, Adib Rezaei Shahmirzadi, Farhana Amin +1

Multimodal large language models (MLLMs) are built on text-only LLMs by incorporating additional modalities, enabling multimodal understanding and a broader range of applications.…