Paper Readings

Reading closely rather than widely.

Transformer architecture

Attention Residuals: A Comprehensive Understanding

ยท 15-20 min read

This paper addresses a fundamental problem in training deep transformer models: uncontrolled hidden-state magnitude growth as model depth increases. The authors propose Attention Residuals (AttnRes), which replaces standard...

More to come.