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Dive into the world of State Space Models (SSMs) and their impact on Large Language Models in this informative 26-minute video. Explore a practical example of state space models, discover how SSMs are applied to language generation, and learn about the innovative Mamba architecture. Gain insights into the relationship between SSMs and convolutions. Perfect for those interested in cutting-edge developments in machine learning and natural language processing.
Syllabus
Introduction
Example of state space models
SSMs for language generation
Mamba
Convolutions
Taught by
Serrano.Academy