i typically hold small pieces down with chunks of half inch plate i have laying around, this didn't work so well with the plate marker.
i was scribing some 16ga aluminum and no matter what i stacked on the aluminum i couldn't get the material from moving on me. the sheet was vibrating like a drum. i solved the dragging material around problem by buying harbor fright mini visegrips (set of 4 for $7) and welding a simple angle bracket on them.
i do have big hands, but these are micro visegrips

material clamp, sheet clamps, plasma table hold down
(edited pics)