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Token Extrapolation on Pythia Predict 272.6B–307B

0.945Pooled R2Shannon-Simpl (Ours, 6p)
0.271080.446040.6210.79596May 22, 2026

Evaluation results

MethodLinks
Shannon-Simpl (Ours, 6p)Number of fitted constants=6p2026.050.945
Shannon (Ours, 9p)Number of fitted constants=9p2026.050.941
QiD Law2026.050.862
Symmetric Law2026.050.86
Asymmetric Law2026.050.851
Law of Precision2026.050.743
Chinchilla2026.050.352
OpenAI2026.050.297