The human connectome project (HCP) has a ton of high quality datasets for various weighting in mri (t1, t2, fmri, dmri amongst others). If you go for the unprocessed datasets, you will see distortions, motion and other real acquisition artifacts.
It's free of course http://www.humanconnectome.org/