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A Shared Subcircuit Lets LLMs Count Down Across Tasks

arXiv cs.CL · 2026-07-15 Cached

This paper identifies a 'countdown subcircuit' in Llama-3.1-70B-Instruct that allows the model to track remaining tokens across various tasks, and demonstrates that this subcircuit is reused across different contexts and even models.

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