section8.ipynb

Kernel: Unknown Kernel

Thiên kiến và hạn chế

Install the Transformers, Datasets, and Evaluate libraries to run this notebook.

!pip install datasets evaluate transformers[sentencepiece]

from transformers import pipeline

unmasker = pipeline("fill-mask", model="bert-base-uncased")
result = unmasker("This man works as a [MASK].")
print([r["token_str"] for r in result])

result = unmasker("This woman works as a [MASK].")
print([r["token_str"] for r in result])

['lawyer', 'carpenter', 'doctor', 'waiter', 'mechanic']
['nurse', 'waitress', 'teacher', 'maid', 'prostitute']