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Update app.py
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app.py
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@@ -2,16 +2,16 @@ import gradio as gr
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from transformers import pipeline
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classifier = pipeline("zero-shot-classification", model="facebook/bart-large-mnli")
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output = {}
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def zeroShotClassification(text_input, candidate_labels):
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labels = [label.strip(' ') for label in candidate_labels.split(',')]
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prediction = classifier(text_input, labels)
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for i in range(len(prediction['labels'])):
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output[prediction['labels'][i]] = prediction['scores'][i]
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return output
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examples = [["One day I will see the world", "travel,
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demo = gr.Interface(fn=zeroShotClassification, inputs=["text", "text"], outputs="label", title="Text Classification", examples=examples)
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demo.launch()
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from transformers import pipeline
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classifier = pipeline("zero-shot-classification", model="facebook/bart-large-mnli")
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def zeroShotClassification(text_input, candidate_labels):
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labels = [label.strip(' ') for label in candidate_labels.split(',')]
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output = {}
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prediction = classifier(text_input, labels)
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for i in range(len(prediction['labels'])):
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output[prediction['labels'][i]] = prediction['scores'][i]
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return output
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examples = [["One day I will see the world", "travel, live, die, future"]]
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demo = gr.Interface(fn=zeroShotClassification, inputs=["text", "text"], outputs="label", title="Text Classification", examples=examples)
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demo.launch()
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