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Scaling-law extrapolation on Muennighoff grid high-C holdout

0.059RMSE (log space)Ours (Eq. (2))
0.057040.070270.08350.09673May 9, 2026

Evaluation results

MethodLinks
Ours (Eq. (2))2026.050.059
Muennighoff2026.050.087
Chinchilla2026.050.092
M4 (D-axis)2026.050.094
BNSL k=22026.050.094
Farseer2026.050.108