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Token Extrapolation on Pythia Predict 180.4B–307B

0.781Pooled R2Shannon (Ours, 9p)
0.223560.368280.5130.65772May 22, 2026

Evaluation results

MethodLinks
Shannon (Ours, 9p)Number of fitted constants=9p2026.050.781
Asymmetric Law2026.050.774
QiD Law2026.050.766
Symmetric Law2026.050.76
Shannon-Simpl (Ours, 6p)Number of fitted constants=6p2026.050.753
Law of Precision2026.050.632
Chinchilla2026.050.265
OpenAI2026.050.245