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Induction on Induction Task

16Top-1 Accuracy (Baseline)top-6 spectral picks (incl 3 induction heads)
3.2086.5299.8513.171May 22, 2026

Evaluation results

MethodLinks
top-6 spectral picks (incl 3 induction heads)Model=Karpathy 124M2026.05160.85-95
mech-interp-classified L8H2 + L5H0Model=Pythia 160M2026.054.70.05-99
top-6 spectral picks (mostly self/prev)Model=Pythia 410M2026.053.72.1-43
mech-interp-classified + 2nd-class inductionModel=Pythia 410M2026.053.70.85-77
all heads with induction sel ≥ 50× (11 heads)Model=Pythia 410M2026.053.70-100