customisation question: how do you handle Large Language Models?

[waves_sienna]

I have been exploring Large Language Models and wanted to ask people who have tried it in practice.

I am particularly interested in customisation and cost control. I would like to compare approaches that people have actually used rather than just theoretical suggestions.

What would you tell someone trying this for the first time?