Devdatt Dubhashi

Achieve up to 1.75x faster language model inference by swapping the standard classification head with FlashHead, a training-free retrieval-based alternative.

Regularity in numeral systems isn't universally beneficial for learnability; its advantage vanishes for highly irregular systems, where signal length becomes the dominant factor.