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Scaling Law Fitting on DCLM strongly regularized baseline 20 points (Full fit)
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0.008
RMSE
SoftQ
0.007274
0.012273
0.017272
0.02227
Jun 5, 2026
RMSE
MAE
AIC
Updated 1mo ago
Evaluation Results
Method
Method
Links
RMSE
MAE
AIC
SoftQ
# params=5
2026.06
0.008
0.0052
-183.06
Quanta
# params=4
2026.06
0.0125
0.0089
-167.23
Muennighoff
# params=7
2026.06
0.0233
0.0171
-136.29
Chinchilla
# params=5
2026.06
0.0265
0.018
-135.18
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