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ResearchFormerly WizWand

Scaling Law Fitting on LLM-github (test)

8.597MREPBH
8.145611.1925514.239517.28645May 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=32026.058.597
PBHN=15, Dimension (d)=19, LBFGS steps=5, CPU time=300s, Gamma=10, Delta=10^-3, Seeds=32026.058.961
PBHN=10, Dimension (d)=19, LBFGS steps=5, CPU time=300s, Gamma=10, Delta=10^-3, Seeds=32026.059.899
ZOPN=5, Dimension (d)=19, LBFGS steps=5, CPU time=300s, Gamma=10, Delta=10^-3, Seeds=32026.0511.131
BHDimension (d)=19, LBFGS steps=5, CPU time=300s, Gamma=10, Delta=10^-3, Seeds=32026.0513.191
PBHN=5, d=47, lbfgs steps=52026.0516.579
PBHN=20, d=47, lbfgs steps=52026.0516.835
PBHN=20, lbfgs steps=10, CPU time=300s, d=47, seeds=32026.0517.305
PBHN=5, lbfgs steps=10, CPU time=300s, d=47, seeds=32026.0517.323
PBHN=10, lbfgs steps=10, CPU time=300s, d=47, seeds=32026.0517.385
PBHN=40, lbfgs steps=10, CPU time=300s, d=47, seeds=32026.0517.899
BHd=47, lbfgs steps=52026.0518.243
PBHN=15, lbfgs steps=10, CPU time=300s, d=47, seeds=32026.0518.258
PBHN=10, d=47, lbfgs steps=52026.0518.328
PBHN=50, d=47, lbfgs steps=52026.0518.329
PBHN=30, lbfgs steps=10, CPU time=300s, d=47, seeds=32026.0518.434
PBHN=50, lbfgs steps=10, CPU time=300s, d=47, seeds=32026.0518.47
PBHN=30, d=47, lbfgs steps=52026.0518.686
PBHN=40, d=47, lbfgs steps=52026.0518.75
BHlbfgs steps=10, CPU time=300s, d=47, seeds=32026.0518.847
PBHN=15, d=47, lbfgs steps=52026.0518.947
ZOPd=47, lbfgs steps=52026.0519.882
ZOPlbfgs steps=10, CPU time=300s, d=47, seeds=32026.0519.882