Aye, there’s the kicker. The correct configuration of hardware resources to run and multiplex large models is just as much of a trade secret as model weights themselves when it comes to non-hobbyist usage, and I wouldn’t be surprised if optimal setups are in many ways deliberately obfuscated or hidden to keep a competitive advantage
Edit: outside the HPC community specifically, I mean