The Transformer Family Version 2.0: An Updated Overview
Analysis
This article from Lil'Log announces a significant update to their previous post on Transformer architectures. The update, dubbed Version 2.0, is a substantial revision and expansion of the original 2020 post, incorporating recent advancements in the field. The article focuses on restructuring the hierarchy of sections and enriching the content with more recent research papers. The inclusion of a detailed notation section is particularly helpful for readers unfamiliar with the mathematical underpinnings of Transformer models. This update provides a valuable resource for anyone seeking a comprehensive overview of the Transformer architecture and its evolution.
Key Takeaways
- •Transformer architecture has seen significant advancements since 2020.
- •Version 2.0 of the article provides an updated and expanded overview of the Transformer family.
- •The article includes a detailed notation section for understanding the mathematical concepts.
Reference
“Version 2.0 is a superset of the old version, about twice the length.”