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Scaling law fitting on Baseline Scaling Dataset (Full fit)
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0.008
RMSE
SoftQ
0.007269
0.01227
0.01727
0.02227
Jun 5, 2026
RMSE
MAE
AIC
Updated 1mo ago
Evaluation Results
Method
Method
Links
RMSE
MAE
AIC
SoftQ
k=5
2026.06
0.008
0.0052
-183.06
Quanta
k=4
2026.06
0.0125
0.0089
-167.23
Muennighoff
k=7
2026.06
0.0234
0.0171
-136.29
Chinchilla
k=5
2026.06
0.0265
0.018
-135.18
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