csci-495 References Deepseek https://epoch.ai/gradient-updates/how-has-deepseek-improved-the-transformer-architecture MIT ML Intro Course https://www.youtube.com/watch?v=ErnWZxJovaM&list=PLtBw6njQRU-rwp5__7C0oIVt26ZgjG9NI Macbook setup https://github.com/ChaitanyaK77/Initializing-TensorFlow-Environment-on-M3-M3-Pro-and-M3-Max-Macbook-Pros.