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    Entropy-Guided KV Caching for Efficient LLM Inference by Heekyum Kim, Yuchul Jung

    Published 2025-07-01
    “…For example, on the Qwen3 4B model, our method reduces memory usage by 4.18% while preserving ROUGE score, and on Mistral 0.1v 7B, it reduces decoding time by 46.6%, highlighting entropy-guided layer analysis as a principled mechanism for scalable long-context language modeling.…”
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    Energy Efficiency in Buildings: Performance Gaps and Sustainable Materials by Henry Odiri Igugu, Jacques Laubscher, António Benjamim Mapossa, Patricia Abimbola Popoola, Modupeola Dada

    Published 2024-09-01
    “…Real-world energy efficiency in the building sector is currently inadequate due to significant discrepancies between predicted and actual building energy performance. …”
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