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Runtime error
Bruno Saraiva
commited on
Commit
•
c3cd34c
1
Parent(s):
6fb7fa3
Add application file
Browse files- app.py +20 -0
- modelo_gradio.pk +0 -0
app.py
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import pickle
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import gradio
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from sentence_transformers import SentenceTransformer
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sentence_model = SentenceTransformer(
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"sentence-transformers/paraphrase-multilingual-mpnet-base-v2")
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file = open('modelo_gradio.pk', 'rb')
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model_gradio = pickle.load(file)
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file.close()
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def is_racism(sentence):
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s = sentence_model.encode(sentence, show_progress_bar=True)
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pred = model_gradio.predict([s])
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if pred == 1: return 'Dentro do Tema Racismo'
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else: return 'Fora do Tema Racismo'
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input = gradio.Textbox(label = "Input a Sentence")
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app = gradio.Interface(fn = is_racism, inputs=[input], outputs="label")
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app.launch()
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modelo_gradio.pk
ADDED
Binary file (507 kB). View file
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