because it doesn't apply to my use case obv. i'm not doing any of those. but more generally there's usually a "easy win" to be made from doing a little final training on your actual target data. plus i've found it more reliable to store and distribute your own models so at least i'm the one making and shipping the black box. like NNs are hard enough to debug without relying on somebody else's as well.