Intuition behind Mamba and State Space Models | Enhancing LLMs! скачать в хорошем качестве

Intuition behind Mamba and State Space Models | Enhancing LLMs!

Mamba is an exciting LLM architecture that, when used with Transformers, might introduce new capabilities we haven't seen before. This video will guide you through the intuitions behind these techniques in an accessible manner. Timeline 0:00 Introduction 0:36 Overview 1:33 The Disadvantage of Transformers 2:47 States, State Spaces, and State Representations 4:27 State Space Models 7:43 Data Flow in an SSM 9:35 Continuous to a Discrete Signal 11:11 The Recurrent Representation 12:51 The Convolutional Representation 13:48 The Three Representations 15:04 The Importance of the A Matrix 16:29 Mamba 23:40 Outro Support to my newsletter for more visual guides: ✉️ Newsletter https://newsletter.maartengrootendors... I wrote a book! 📚 Hands-On Large Language Models https://llm-book.com/ #datascience #machinelearning #ai #llm