nlmaldonadog commited on
Commit
23939f7
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1 Parent(s): ab91d69

Update app.py

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Files changed (1) hide show
  1. app.py +8 -3
app.py CHANGED
@@ -5,10 +5,15 @@ from transformers import pipeline
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  classifier3 = pipeline('text-classification', model='nlmaldonadog/clasificador-rotten-tomatoes-bert-base-uncased')
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  classifier4 = pipeline('text-classification', model='nlmaldonadog/clasificador-rotten-tomatoes-xlnet-base-cased')
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  def predict(text):
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- prediction3 = "Model 3 " + str(classifier3(text))
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- prediction4 = "\nModel 4 " + str(classifier4(text))
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- return prediction3 + prediction4
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  ifg = gr.Interface(fn=predict, inputs=[gr.Textbox(placeholder='Escribe aquí...')], outputs="text")
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  ifg.launch(share=True)
 
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  classifier3 = pipeline('text-classification', model='nlmaldonadog/clasificador-rotten-tomatoes-bert-base-uncased')
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  classifier4 = pipeline('text-classification', model='nlmaldonadog/clasificador-rotten-tomatoes-xlnet-base-cased')
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+ def val_label(lab):
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+ if lab == "LABEL_1":
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+ return "Positive"
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+ return "Negative"
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+
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  def predict(text):
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+ m3 = classifier3(text)[0]
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+ prediction = f"Model 3: {val_label(m3['label'])} with {m3['score']} of confidence.\nModel 4: {val_label(m4['label']} with {m4['score']} of confidence."
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+ return prediction
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  ifg = gr.Interface(fn=predict, inputs=[gr.Textbox(placeholder='Escribe aquí...')], outputs="text")
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  ifg.launch(share=True)