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cs.DC2025
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.…
cs.DC2025
MARCO: Multi-Agent Code Optimization with Real-Time Knowledge Integration for High-Performance Computing
Asif Rahman, Veljko Cvetkovic, Kathleen Reece +7
Large language models (LLMs) have transformed software development through code generation capabilities, yet their effectiveness for high-performance computing (HPC) remains limite…