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Dmitri Carpov

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Preprint Jul 2026

How Much is Left? LLMs Linearly Encode Their Remaining Output Length

Training minimal-capacity linear probes on frozen hidden states of three open-weight 7-8B models across seven completion-style datasets finds three converging pieces of evidence that LLMs maintain a plan-like internal representation of output length, interpreted as evidence that LLMs maintain a plan-like internal representation of output length.

Mohamed Amine Merzouk, Dmitri Carpov, Mirko Bronzi et al. · 1 citation