The Scaling Laws have formed the basis for the development efforts of the various companies building Foundation Models. Simplistically put, the models get better with model size, dataset size, and the amount of compute used for training, and by and large, this has held across all the FMs. After the astonishingly rapid development in the... Continue Reading →