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 ...

NumExpr is a fast numerical expression evaluator for NumPy. With it, expressions that operate on arrays (like '3*a+4*b') are accelerated and use less memory than doing the same calculation in Python.

Python is great because it includes an interactive mode for learning the language and quickly testing out code ideas. IPython ...