Look for versions labeled as mame64.exe or mameui64.exe to ensure compatibility with 64-bit Windows.

MAME 32: The Ultimate Guide to Classic Arcade Emulation on PC

MAME usually comes in a self-extracting archive. Create a dedicated folder (e.g., C:\MAME ) and extract everything there.