I've been self-hosting LLMs for quite a while now, and these are all of the things I learned over time that I wish I knew at ...

Dr. James McCaffrey presents a complete end-to-end demonstration of the kernel ridge regression technique to predict a single numeric value. The demo uses stochastic gradient descent, one of two ...