What happens behind vllm serve
You may already be using vLLM, but do you really know what happens when you run it?
Dives are longer posts where I get into a subject in more details
What happens behind
SVM - deep dive
Support Vectors Machine has long been the go-to algorithm for machine learning. Deep dive into the remarkable power of this classifier.
Logistic regression - deep dive
Unlike its name suggests, logistic regression is a classification algorithm. It is very simple yet extremely robust
Linear regression - deep dive
Linear regression is perhaps the simplest regression tool in the box. Get into the math behind this well-known algorithm