Prerequisites: EECS 445 or 453 or 505 or 545 or 553
Description: This course aims to provide students with an in-depth understanding of state-of-the-art language models, focusing on transformers and models like ChatGPT. Through comprehensive technical study, students will delve into algorithmic, systems-level, and theoretical aspects of these models. Beyond the technical foundation, the course will also explore vital societal considerations, from ensuring models align with human values to examining AI safety measures. By the end of the course, students will not only grasp the intricacies of modern language models but also appreciate their broader implications and challenges in real-world applications.
