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E. Valle

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Preprint Aug 2026

Protoreasoning in Tiny Transformers

We show that tiny transformers can profitably employ a simple form of Chain of Thought, which we call protoreasoning, allowing us to study step-by-step reasoning on ~1M-parameter models and opening up opportunities for much more detailed experimentation and analysis than is feasible for larger models. Current Large Lan...

E. Valle, Fergal Reid · 0 citations

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