Update app.py
Browse files
app.py
CHANGED
@@ -3,14 +3,21 @@ import gradio as gr
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classifier = pipeline("text-classification", model="joortif/clasificador-climate-claim")
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def classify_text(text):
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return {res[
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demo = gr.Interface(
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fn=classify_text,
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inputs=gr.Textbox(lines=4, label="Escribe un texto sobre el clima"),
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outputs=gr.Label(num_top_classes=
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title="Clasificador de Afirmaciones Clim谩ticas",
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)
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classifier = pipeline("text-classification", model="joortif/clasificador-climate-claim")
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label_map = {
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"LABEL_0": "Afirma el cambio clim谩tico (SUPPORTS)",
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"LABEL_1": "Niega el cambio clim谩tico (REFUTES)",
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"LABEL_2": "No hay suficiente informaci贸n (NOT_ENOUGH_INFO)",
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"LABEL_3": "Afirmaci贸n disputada (DISPUTED)"
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}
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def classify_text(text):
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results = classifier(text)
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return {label_map[res["label"]]: res["score"] for res in results}
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demo = gr.Interface(
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fn=classify_text,
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inputs=gr.Textbox(lines=4, label="Escribe un texto sobre el clima"),
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outputs=gr.Label(num_top_classes=4),
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title="Clasificador de Afirmaciones Clim谩ticas",
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)
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