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Update app.py
Browse filesgit add app.py
git commit -m "Add Gradio/Streamlit interface for my model"
git push
app.py
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from transformers import pipeline
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import gradio as gr
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from transformers import pipeline
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# Load your pre-trained model from Hugging Face
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model = pipeline("text-classification", model="your-username/your-model-repo")
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# Define the prediction function
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def predict(text):
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return model(text)
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# Create Gradio interface
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interface = gr.Interface(
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fn=predict, # The prediction function
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inputs="text", # Input to your model (text, image, etc.)
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outputs="label", # Output of your model (label, text, image, etc.)
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title="My Model", # Title of the app
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description="This app predicts the category of customer support requests.",
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)
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# Launch the interface
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interface.launch()
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