If another creature becomes or enters the battlefield as a copy of the token, that creature won’t have haste and you won’t exile it. However, if Felhide Spiritbinder creates multiple tokens due to a replacement effect (like the one Doubling Season creates), each of those tokens will have haste and you’ll exile each of them.