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Understanding Mamba and State Space Models

Offered By: Trelis Research via YouTube

Tags

Artificial Intelligence Courses Machine Learning Courses Neural Networks Courses Transformers Courses Model Training Courses Compression Algorithms Courses

Course Description

Overview

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Dive into a comprehensive 28-minute video lecture on Mamba and State Space Models presented by Trelis Research. Explore the fundamental differences between Mamba and Transformers, delve into the basic equations governing Mamba's functionality, and witness practical demonstrations of Mamba inference using Google Colab. Gain insights into the training process for Mamba models and examine potential future developments in this technology. Understand how Mamba's core strength lies in data compression and its implications for AI model efficiency. Access additional resources, including code repositories, fine-tuning scripts, and inference guides, to further enhance your understanding and application of these cutting-edge AI concepts.

Syllabus

Understanding State Space Models
Video Overview
Comparing Mamba with Transformers
Basic Mamba equations
Mamba Inference in Google Colab
Training Mamba
Future directions for Mamba Technology
Mamba is all about compression


Taught by

Trelis Research

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