i read all that i still dont see what your intuition is about how llm work.
visualizign 100 dim matrix will not tell you how llm work. so what you even talking about.
visualizign 100 dim matrix will not tell you how llm work. so what you even talking about.
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.
> Visualizing large dimensional matrices is a way of starting to develop intuition about llms.
one last time before i disengage. how do you know this and what intuitions have you personally developed.
I've spent a great deal of time studying llms and NN architectures in general. This allows me to intuit things about them and that intuitive understanding for my comes mainly from visualizations.
Are you able to visualize much about llms? I ask because if not, starting by learning to visualize high dimensional complex systems is what I would personally recommend.
Check out this video for a really nice visualization into NN architecture https://youtu.be/QgH9sr7G13Q?si=iTn1FiFsYCZCJKE_