Narrowing down to utils_ner.py line 149:
pad_token_label_id: int = -1

Pytorch version uses -100. This seems to be the only labeling difference that I can tell. I tried to change this line to -100 as well. But tensorflow code doesn’t seem to accept -1 or -100.