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Update app.py
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app.py
CHANGED
@@ -45,13 +45,20 @@ examples = [
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["I am a professional basketball player", "sports, athlete, chef, politics"],
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]
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# Launch the interface
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demo = gr.Interface(
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fn=ZeroShotTextClassification,
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inputs=[gr.Textbox(label="Input"), gr.Textbox(label="Candidate Labels")],
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outputs=gr.Label(label="Classification"),
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title=
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description=
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examples=examples,
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theme="Soft",
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allow_flagging="never",
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["I am a professional basketball player", "sports, athlete, chef, politics"],
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]
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# Title and description and article for the interface
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title = "Zero Shot Text Classification"
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description = "Classify text using zero-shot classification with DeBERTa-v3-large-zeroshot model! Provide a text input and a list of candidate labels separated by commas. Read more at the links below."
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article = "<p style='text-align: center'><a href='https://arxiv.org/pdf/2312.17543.pdf' target='_blank'>Building Efficient Universal Classifiers with Natural Language Inference</a> | <a href='https://huggingface.co/MoritzLaurer/deberta-v3-large-zeroshot-v2.0' target='_blank'>Model Page</a></p>"
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# Launch the interface
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demo = gr.Interface(
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fn=ZeroShotTextClassification,
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inputs=[gr.Textbox(label="Input"), gr.Textbox(label="Candidate Labels")],
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outputs=gr.Label(label="Classification"),
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title=title,
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description=description,
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article=article,
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examples=examples,
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theme="Soft",
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allow_flagging="never",
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