EEPROM stands for Electrically Eraseable Programmable Read-Only Memory. It stores settings for your keyboard that can be changed on-the-fly without reflshing your board. Some of the settings that it stores includes RGB configuration, persistent layers, backlight state, and VIA keymaps.