These are the primary, complete versions of each game. For example, sf2.zip (Street Fighter II: The World Warrior) is a parent ROM. Parent ROMs contain all necessary program code, graphics, and sound samples.
Because ROMs are copyrighted material, they are not hosted on official emulator sites. You can find them on community-driven preservation sites: mame 0.145 roms full set