To set up a cold storage wallet, you need to follow the instructions provided by the manufacturer of the wallet. Generally, it involves connecting the wallet to a computer or mobile device, creating a new wallet, and writing down a seed phrase for backup. It is recommended to choose a strong PIN or password for added security.