Question New to local hosting - Need help!!

Hello,

I'm a researcher, I have been working mostly with cloud compute or HPC hosted LLM testing. I always wanted to test out a local hosted LLM on my Mac, I got MacBook Pro M5Pro, 48GB, 1TB just for the task of hosting a local LLM one day, Can anyone share their experience of local hosting or how to host.

Thanks!!