Understanding Transformers

Building a solid understanding of how transformers work not only aids in debugging but also enhances creative problem-solving capabilities. Implementing a simple transformer can deepen insights into the underlying mathematical principles, such as linear algebra and probability theory, which are crucial for tackling complex tasks like multitask training. Embracing these fundamentals opens up a world of possibilities for innovative solutions in machine learning.