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Malek-AI/Bert

sourceHugging Faceupdated 2y agoView on Hugging Face
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app.py22 linesDownload Raw Back to root
1import gradio as gr2from transformers import pipeline3 4def mask(text):5    mask_model = pipeline("fill-mask", model="google-bert/bert-base-uncased")6    output = mask_model(text)7    return output[0]['sequence']8 9 10# Gradio UI11examples=[['Today I went to [MASK] after I got out of bed.']]12ui = gr.Interface(13    fn=mask,14    inputs="textbox",15    outputs="textbox",16    submit_btn="Predict",17    title="BERT Test - Zircon.tech",18    description="Enter some text with [MASK] to let BERT guess the missing word!",19    examples=examples20    )21ui.launch(debug=True)22