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ResearchFormerly WizWand

Scaling Law Fitting on LLM-wikipedia (test)

0.0854MREPBH
-0.7323444.78742810.307215.826972May 18, 2026
Updated 5mo ago

Evaluation results

MethodLinks
PBHN=5, Dimension (d)=19, LBFGS steps=5, CPU time=300s, Gamma=10, Delta=10^-3, Seeds=32026.050.0854
PBHN=15, Dimension (d)=19, LBFGS steps=5, CPU time=300s, Gamma=10, Delta=10^-3, Seeds=32026.050.0855
PBHN=10, Dimension (d)=19, LBFGS steps=5, CPU time=300s, Gamma=10, Delta=10^-3, Seeds=32026.050.0948
ZOPN=5, Dimension (d)=19, LBFGS steps=5, CPU time=300s, Gamma=10, Delta=10^-3, Seeds=32026.050.1042
BHDimension (d)=19, LBFGS steps=5, CPU time=300s, Gamma=10, Delta=10^-3, Seeds=32026.050.139
PBHN=5, d=47, lbfgs steps=52026.0519.285
PBHN=20, d=47, lbfgs steps=52026.0519.398
PBHN=10, d=47, lbfgs steps=52026.0519.407
PBHN=5, lbfgs steps=10, CPU time=300s, d=47, seeds=32026.0519.658
PBHN=20, lbfgs steps=10, CPU time=300s, d=47, seeds=32026.0519.664
PBHN=40, lbfgs steps=10, CPU time=300s, d=47, seeds=32026.0519.739
BHd=47, lbfgs steps=52026.0519.744
PBHN=50, lbfgs steps=10, CPU time=300s, d=47, seeds=32026.0519.749
BHlbfgs steps=10, CPU time=300s, d=47, seeds=32026.0519.827
PBHN=10, lbfgs steps=10, CPU time=300s, d=47, seeds=32026.0519.859
PBHN=15, d=47, lbfgs steps=52026.0519.909
PBHN=30, lbfgs steps=10, CPU time=300s, d=47, seeds=32026.0519.915
PBHN=50, d=47, lbfgs steps=52026.0519.93
PBHN=30, d=47, lbfgs steps=52026.0519.976
PBHN=15, lbfgs steps=10, CPU time=300s, d=47, seeds=32026.0520.044
PBHN=40, d=47, lbfgs steps=52026.0520.077
ZOPd=47, lbfgs steps=52026.0520.529
ZOPlbfgs steps=10, CPU time=300s, d=47, seeds=32026.0520.529