Meta Proposes Skaling Law: Predicting Performance with 1/10 Compute

Meta researchers proposed the "Skaling" law, an improved scaling law that links model size and data via an interaction exponent. It reduces extrapolation error threefold and predicts model performance using only a tenth of the compute.

2026-08-10 ~ 2026-08-11 · 3 related posts

• Meta Proposes Skaling Law: Predicting Performance with 10x Less Compute — facebook · 2026-08-10
• Skaling Law: New Scaling Formulation Cuts Compute for Performance Prediction by 10x — stochasticchasm · 2026-08-10
• Meta's New Scaling Law Reduces Extrapolation Error by 3x Using 10x Less Compute — omarsar0 · 2026-08-11