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import gradio as gr | |
from transformers import pipeline | |
unmasker = pipeline('fill-mask', model="CenIA/distillbert-base-spanish-uncased") | |
def fill_mask(text): | |
text += " [MASK]" | |
unmasked = unmasker(text, top_k=8) | |
output = {} | |
for unmask in unmasked: | |
output[unmask["token_str"]] = unmask["score"] | |
return output | |
examples = [["quiero comer "], ["me gustaría ir a"]] | |
demo = gr.Interface(fn=fill_mask, inputs=gr.Textbox(lines=1, label="Input"), outputs=gr.Label(label="Output"), examples=examples) | |
demo.launch() | |