Creation is validated twice before any VM exists: the largest model plus a 2 GiB KV-cache margin must fit vm_offer_id's RAM, and the volume must cover a ~16 GiB baseline plus every model's download size plus an estimated swap allowance. Too small a volume ends as schedulingfailed with the breakdown, not as an instant rejection.