How to estimate the materialized model size

When we heard about Large Language Models, we always hear about the parameter size of the model. E.g. GPT-3.5 has 175 billion parameters, Deepseek R-1 has 671 billion parameters and GPT-4 is rumored to even have 1.8 trillion parameters. What exactly ...