1065 vs. 1120s

I did not receive the link regarding the penalties and interest on the penalties for filing late on the LLC/S.Corp.

Which form do I need to file for the LLC/S.Corp with one member, 1065, 1120s or both? Please note there was no income for the past two years since the LLC was established.