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Yoshiyuki Ootani

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Preprint Jul 2026

Grokking Is Conditional and Fragile: A Fully-Tractable, Multi-Seed Study at 12K Parameters

A publicly released ~11,856-parameter Llama-style Llama-style transformer on modular arithmetic is studied, small enough to enumerate its weights, attention, and full input-output map, and grokking is measured as a multi-seed rate rather than a single outcome.

Yoshiyuki Ootani · 0 citations