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Peter V. Coveney

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#small language model Open access Sep 2026

On the smallness of the large language model scaling exponents

We discuss reasons why the scaling exponents of current large language model (LLM) applications are pointing towards a hardly sustainable regime in terms of energy resources. We further show that attributing the smallness of such exponents to a numerical bias due to the neglect of a non-zero value of the loss function...

Sauro Succi, Peter V. Coveney, Alex Hansen · 0 citations

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