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Added application file
Browse files- app.py +22 -0
- requirements.txt +4 -0
app.py
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from transformers import AutoTokenizer, AutoModelForTokenClassification
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from transformers.pipelines import pipeline
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import gradio as gr
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import os
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masker = pipeline(
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task="token-classification",
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model="Isotonic/distilbert_finetuned_ai4privacy_v2",
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device="cpu",
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)
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def ai4p_gradio(input):
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entities = masker(input)
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return {"text": input, "entities": entities}
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demo = gr.Interface(
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fn=ai4p_gradio,
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inputs=gr.Textbox(lines=5, label="Input"),
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outputs=gr.HighlightedText(label="output"),
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)
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demo.launch()
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requirements.txt
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torch==2.0.1
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transformers
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gradio
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datasets
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