To do a wipe go into the recovery (Power and Vol+), select English (if you have MiRecovery, the standard xiaomi recovery) and go into the Wipe menu. Then you can wipe cache and dalvik cache, data or sd-card (or all of these, with a wipe all data/full wipe).
Wiping cache/dalvik cache you delete...