The items will be removed from the collection, and if no other references to them exist they will be eligible for collection.
From the documentation of GetConsumingEnumerable:
Return Value
Type:System.Collections.Generic.IEnumerable<T>
AnIEnumerable<T>
that removes and returns items from the collection.
(my emphasis)