I personally wouldn't. I would spot-clean any spills or marks on the exterior of your bunny and leave them to dry on a radiator or a washing line. If it is a store-bought toy obviously it will have directions on the label but for something homemade like this I wouldn't risk it. If you want to try it go for a delicate cycle at least.