ML Paper Reading & Discussion: 24/003

The session will begin with an Introduction to LayerNorm, providing a brief overview of its core principles, benefits, and limitations. This will be followed by an exploration of RMSNorm, detailing its fundamental concept and the differences it brings compared to LayerNorm. The discussion will highlight the Key Benefits of RMSNorm, emphasizing its computational efficiency and practical advantages. Additionally, the session will introduce Partial RMSNorm (pRMSNorm) as an innovative variation. Finally, the Conclusion will recap RMSNorm's advantages, leaving participants with a clear understanding of its applications and benefits.

Discussion