The keyword "Full" means "the entire MAME 0.78 catalog"—approximately 9,000 unique games. You likely don't want 4,000 Mahjong games or 2,000 gambling machines.
To obtain full non-merged ROMSets for MAME 2003+, you can use the following reference links: mame 2003plus reference link full nonmerged romsets