DistilBERT doesn't have token_type_ids, you don't need to indicate which token belongs to which segment. Just
  separate your segments with the separation token tokenizer.sep_token (or [SEP]).
DistilBERT doesn't have options to select the input positions (position_ids input). This could be added if
  necessary though, just let us know if you need this option.