When drilling stainless steel, start slow, around 500 RPM, for smaller bits under 1/2 inch diameter. Increase speed as the diameter of the drill increases. A good rule of thumb is to reduce spindle speed by 100 RPM for every 1/8 inch increase in drill diameter over 1/2 inch.