Yeontaek Oh

Peri-LN: Revisiting Normalization Layer in the Transformer Architecture

Selecting a layer normalization (LN) strategy that stabilizes training and speeds convergence in Transformers remains difficult, even for today’s large language models (LLM). We present a comprehensive analytical foundation for understanding how different LN strategies influence training dynamics in…