You can leave a Guild by following these steps:
- If you have created the guild, promote someone else as the Leader (if you are the only one in your Guild, or not the leader, just skip this step)
- Open the Guild menu
- Tap on the guild settings (the white cogwheel next to your Guild name)
- Tap on Leave Guild