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Update app.py
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app.py
CHANGED
@@ -10,17 +10,14 @@ repo_id = "isboudja/Spam"
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learner = from_pretrained_fastai(repo_id)
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labels = learner.dls.vocab
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# Define a function to make predictions
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def predict(text):
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probs = prediction[1:]
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return {pred: float(probs[i]) for i, pred in enumerate(labels)}
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# Create and launch the Gradio interface
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gr.Interface(
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fn=predict,
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inputs=gr.inputs.Textbox(lines=2, placeholder="Enter text here..."),
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outputs=gr.outputs.Label(),
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examples=["
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).launch(share=False)
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learner = from_pretrained_fastai(repo_id)
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labels = learner.dls.vocab
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def predict(text):
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pred, pred_idx, probs = learner.predict(text)
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return {labels[i]: float(probs[i]) for i in range(len(labels))}
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# Create and launch the Gradio interface for text input
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gr.Interface(
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fn=predict,
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inputs=gr.inputs.Textbox(lines=2, placeholder="Enter text here..."),
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outputs=gr.outputs.Label(),
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examples=["WON a guaranteed £1000 cash"]
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).launch(share=False)
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