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aca2d8f
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Parent(s):
7d1b617
Update app.py
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app.py
CHANGED
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@@ -1,15 +1,12 @@
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import gradio as gr
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from transformers import pipeline
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# Load the zero-shot classification pipeline
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classifier = pipeline("zero-shot-classification")
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# Function to perform classification
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def classify_text(text, candidate_labels):
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result = classifier(text, candidate_labels)
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return result['labels'][0], result['scores'][0]
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# Define the Gradio interface
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iface = gr.Interface(
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fn=classify_text,
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inputs=[
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@@ -18,9 +15,8 @@ iface = gr.Interface(
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],
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outputs=gr.Textbox(),
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live=True,
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title="Zero-Shot Classification Web App",
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description="Enter a text and candidate labels (comma-separated) to classify.",
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)
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# Launch the Gradio interface
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iface.launch(share=True)
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import gradio as gr
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from transformers import pipeline
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classifier = pipeline("zero-shot-classification")
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def classify_text(text, candidate_labels):
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result = classifier(text, candidate_labels)
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return result['labels'][0], result['scores'][0]
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iface = gr.Interface(
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fn=classify_text,
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inputs=[
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],
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outputs=gr.Textbox(),
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live=True,
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title="🎯Zero-Shot Classification Web App🤖📊",
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description="Enter a text and candidate labels (comma-separated) to classify.",
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)
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iface.launch(share=True)
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