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Can Editing 1 Neuron Fix Repetition Loops in LLMs?

arXiv cs.LG · 2026-06-15 Cached

This paper investigates whether repetition loops in long factual enumeration tasks by Gemma 4 models can be fixed by editing a single neuron. It finds that targeted weight edits on a small set of MLP neurons can significantly reduce loop failures, though not completely eliminate doom looping in larger models.

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