Spend Less, Fit Better: Budget-Efficient Scaling Law Fitting via Active Experiment Selection
arXiv:2604.22753v1 Announce Type: new
Abstract: Scaling laws are used to plan multi-million-dollar training runs, but fitting those laws can itself cost millions. In modern large-scale workflows, assembling a sufficiently informative set of pilot expe…