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5b5735c
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Parent(s):
75916d5
Update app.py
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app.py
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import gradio as gr
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from transformers import pipeline
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# Load the HuggingFace text classification model
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model = pipeline("text-classification", model="textattack/bert-base-uncased-imdb", tokenizer="textattack/bert-base-uncased-imdb")
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# Define the Gradio interface
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def classify_text(text):
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result = model(text)[0]
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label = result["label"]
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score = result["score"]
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return f"Label: {label}, Score: {score}"
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inputs = gr.inputs.Textbox(lines=5, label="Input Text")
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outputs = gr.outputs.Textbox(label="Classification Result")
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gr.Interface(fn=classify_text, inputs=inputs, outputs=outputs).launch()
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