impossible → routine

Competition mathematics

Solving competition mathematics problems and showing the working.

Impossible

The MATH paper concludes that scaling to 40% accuracy would need around 10^35 parameters, which it calls impractical.

GPT-3, 175B parameters: 5.2%

source

3 years, 10 months

Routine

A model published with open weights reports 97.3% on MATH-500 and is distilled into versions from 1.5B parameters up.

97.3% pass@1 on MATH-500

source

All dated pairs