Measuring the inference energy efficiency of open-weight LLMs across benchmarks, reasoning modes, and hardware.
Read the original at arxiv.org→arXiv:2610.14389v1 Announce Type: new Abstract: Benchmark scores tell us what an LLM can do, but not how much energy is required to deliver that capability. We directly measure this trade-off for 86 open-weight...
Original headline: "Measuring the Inference Energy Efficiency of Open-Weight LLMs across Benchmarks, Reasoning Modes, and Hardware"
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- Oct 14, 04:00 UTC arXiv cs.AI lead source Measuring the Inference Energy Efficiency of Open-Weight LLMs across Benchmarks, Reasoning Modes, and Hardware