Bits Don't Lie: Datatypes in Modern LLMs

Let’s talk about the different datatypes that are being used in modern LLMs like GPT, LLaMa and the like. The most common ones that you might have heard: FP32, BFloat16, Float16, INT8, etc. These are all standard data types and available in PyTorch a...