Then where does the knowledge come from

Apparently, yes.

It turns out that those billions of trained parameters behind the answers and the apparent knowledge are stored in a model file.

And I can actually own it.^*

So I went looking for one.

There are quite a few.

The next question Which one should I choose?

* This applies only to models that have been made available for download.