Create app.py
Browse files
app.py
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import gradio as gr
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from predict_utils import load_model, predict
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model, tokenizer = load_model()
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def classify(text):
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return predict(text, model, tokenizer)
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gr.Interface(
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fn=classify,
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inputs=gr.Textbox(lines=4, placeholder="Masukkan teks cyberbullying..."),
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outputs=gr.Label(label="Prediksi Cyberbullying"),
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title="🚨 Deteksi Cyberbullying Berbahasa Indonesia",
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description="Model hybrid IndoBERT + BiLSTM untuk klasifikasi 10 kategori cyberbullying (multi-label).",
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examples=[
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["Dasar kamu bodoh dan gak guna!"],
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["Kaum kalian harus dimusnahkan dari muka bumi."],
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["Kamu terlalu kurus, kayak tengkorak jalan!"]
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]
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).launch()
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