Building a Language Model completely from scratch: TensorA tensor is the core abstraction that the entire field of deep learning is built upon. One way of thinking of a tensor is as an abstraction of vectors and matrices: A scalar is just a number. For example: $$1, \sqrt{2}, -12, 1.3$$For our purposes, a ...Dec 9, 2023 · 3 min readbclarkson.hashnode.dev
Building a Language Model completely from scratch: Python + NumpyWhy Python? Python is the language of choice for deep learning which is why it is the first technology in the tech tree. It is flexible and easy to use. The ability to quickly hack an idea together and try it out makes the process of iterating much f...Dec 9, 2023 · 2 min readbclarkson.hashnode.dev
Building a Language Model completely from scratch: Tech TreeKeeping up with AI is hard As you might have heard (from every single tech outlet), AI is developing at a rapid pace and it can be hard to keep up. If a new technology or breakthrough comes out every week, how can anyone possibly stay on top of every...Dec 9, 2023 · 3 min readbclarkson.hashnode.dev
