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How Do Prompt Variations Affect Energy Consumption in On-Device LLMs?

This story is from 2026-09-03. It is preserved in the archive; the latest stories are on the live feed.

arXiv:2609.01798v1 Announce Type: new Abstract: Large language models (LLMs) are increasingly deployed on mobile devices, making energy efficiency a key deployment constraint, yet the energy impact of prompt design remains underexplored. This paper aims to understand how two prompt properties, cogn…

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  1. 2026-09-03 04:00 · arXiv cs.CL
    How Do Prompt Variations Affect Energy Consumption in On-Device LLMs?

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