Sure! Here's a reordered version of the dictionary by likeness:

vertical_parameters = {
'vs30': vs30,
'z10': z10,
'z25': z25,
'ztor': ztor,
'zbor': zbor,
'dip': dip,
'hwflag': hwflag,
'hwtaper': hwtaper,
'fas': fas,
'fmeasured': fmeasured,
'fhw': fhw,
'frv': frv,
'fnm': fnm,
'mre_period': mre_period,
'ftype': ftype,
'regionflag': regionflag,
'u': u,
'w': w,
}

This orders the parameters from most similar to least similar, based on my understanding of the context in which they are being used.
spam fails_task lang_mismatch pii not_appropriate hate_speech sexual_content quality toxicity humor helpfulness creativity violence