MrBERT-biomed

>>> from transformers import pipeline
>>> from pprint import pprint

>>> unmasker = pipeline('fill-mask', model='BSC-LT/MrBERT-biomed')

>>> pprint(unmasker("El uso prolongado de<mask>puede causar toxicidad hepática.",top_k=3))
[{'score': 0.19885338842868805,
  'sequence': 'El uso prolongado de esteroides puede causar toxicidad '
              'hepática.',
  'token': 215060,
  'token_str': 'esteroides'},
 {'score': 0.03336358070373535,
  'sequence': 'El uso prolongado de insulina puede causar toxicidad hepática.',
  'token': 131044,
  'token_str': 'insulina'},
 {'score': 0.022234393283724785,
  'sequence': 'El uso prolongado de drogas puede causar toxicidad hepática.',
  'token': 99191,
  'token_str': 'drogas'}]
>>> pprint(unmasker("Prolonged use of<mask>can cause hepatotoxicity.", top_k=3))
[{'score': 0.10918917506933212,
  'sequence': 'Prolonged use of steroids can cause hepatotoxicity.',
  'token': 232800,
  'token_str': 'steroids'},
 {'score': 0.08295559883117676,
  'sequence': 'Prolonged use of drugs can cause hepatotoxicity.',
  'token': 101507,
  'token_str': 'drugs'},
 {'score': 0.049813270568847656,
  'sequence': 'Prolonged use of alcohol can cause hepatotoxicity.',
  'token': 52167,
  'token_str': 'alcohol'}]