"The Cognitive Revolution" | AI Builders, Researchers, and Live Player Analysis cover image

The State Space Model Revolution, with Albert Gu

"The Cognitive Revolution" | AI Builders, Researchers, and Live Player Analysis

00:00

Advancements in Mamba: From Mamba 1 to Mamba 2

This chapter investigates the improvements made in the Mamba 2 model over its predecessor, Mamba 1, emphasizing advances in state-space model layers and architectural efficiencies. It discusses the implications of parallelism and increased state sizes on performance metrics, as well as the trade-offs between training and inference speeds. The chapter further analyzes the evolving dynamics of hybrid attention mechanisms and the growing impact of the Mamba model in various AI applications.

Transcript
Play full episode

The AI-powered Podcast Player

Save insights by tapping your headphones, chat with episodes, discover the best highlights - and more!
App store bannerPlay store banner
Get the app