I want to host one locally mainly for study purposes, as in feeding it my studying material and then receiving answers from what I ask.

I don't have particularly good hardware, just a humble gtx 1060 6GB edition.

I was following an instruction on how to install it and it showed me "weights", I do not understand what weights are here. Would love an explanation and would love to know how to download these without giving my information to Meta.