If you remove these lights, will the adhesive damage drywall?

Thanks for your interest in Armacost Lighting RibbonFlex home. This product uses a 3M adhesive and is not suggested for temporary applications. It is difficult to say if this will damage your drywall as it depends on length of time deployed, humidity conditions, conditions of the drywall, etc. If you wish to use it for a temporary application, you may wish to underlay it with Armacost Lighting RibbonFlex channels. https://www.lowes.com/pd/Armacost-Lighting-LED-Tape-Light-Mounting-Channel-5-Pack-of-39-in-Channels-and-Accessories-Surface-Mount/1002871862