I've recently done some sleeveless sweatshirts for a breakdancing show... I cut the sleeves off myself - its the only way as I also have never seen them for sale.
They worked well and the raw cut edges look really good (if you like that sort of thing)... use a loopback type sweat, rather than the kind with the fluff on the inside.