Protoreasoning in Tiny Transformers

By Eduardo Valle · Paper · cs.CL

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 feasi

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