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Scaling-law extrapolation on TinyStories high-C holdout
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0.095
RMSE (log space)
Muennighoff
0.08532
0.15066
0.216
0.28134
May 9, 2026
RMSE (log space)
Updated 22d ago
Evaluation Results
Method
Method
Links
RMSE (log space)
Muennighoff
2026.05
0.095
Farseer
2026.05
0.119
Chinchilla
2026.05
0.173
Ours (Eq. (2))
2026.05
0.184
BNSL k=2
2026.05
0.324
M4 (D-axis)
2026.05
0.337
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