Comment by megaloblasto

Visualizing large dimensional matrices is a way of starting to develop intuition about llms. If you can't visualize high dimensional spaces, and you haven't studied llms, you're not going to have any intuition about how they work.

Depending on your knowledge of math, I recommend starting with linear algebra, building an understanding of the equations and try to visualize more and more complex systems, then study llms to see how you can apply your linear algebra intuition to your understanding of llms.

VTK is a great toolkit for visualizing complex systems. 3 blue one brown on YouTube has other visuals that might help you.

It takes time but it's possible. Good luck.