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20242026
most citedLLMCO2: Advancing Accurate Carbon Footprint Prediction for LLM Inferences

4 citations · 4 across the 7 of their papers we have counts for

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cs.AR2025

CO2-Meter: A Comprehensive Carbon Footprint Estimator for LLMs on Edge Devices

Zhenxiao Fu, Chen Fan, Lei Jiang

LLMs have transformed NLP, yet deploying them on edge devices poses great carbon challenges. Prior estimators remain incomplete, neglecting peripheral energy use, distinct prefill/…