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.
State Space Models and Mamba - Revolutionizing Large Language Models
Overview
Syllabus
Introduction
Example of state space models
SSMs for language generation
Mamba
Convolutions
Taught by
Serrano.Academy
Related Courses
-
Introducing Large Language Models Course (How To)
-
Beginning Llamafile for Local Large Language Models (LLMs)
-
Work with generative artificial intelligence (AI) models in Azure Machine Learning
-
Introduction to Large Language Models for Data Practitioners
-
Post Graduate Certificate in Natural Language Processing
-
Finetuning Large Language Models
