Are pre-trained models vor CIFAR-10 / CIFAR-100 / SVHN available?
Yes, google the various "Model Zoo" (e.g. one for caffe here: https://github.com/BVLC/caffe/wiki/Model-Zoo), they host a bunch of models including  "tiny" ones.