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  1. app.py +24 -0
  2. requirements.txt +3 -0
app.py ADDED
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+ import gradio as gr
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+ from transformers import AutoModelForSeq2SeqLM, AutoTokenizer
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+
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+ model_id = "methodya/arabic-summarizer-philosophy"
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+ model = AutoModelForSeq2SeqLM.from_pretrained(model_id)
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+ tokenizer = AutoTokenizer.from_pretrained(model_id)
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+
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+ def summarize(text, max_length=150):
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+ inputs = tokenizer(text, return_tensors="pt", max_length=1024, truncation=True)
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+ outputs = model.generate(**inputs, max_length=max_length)
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+ return tokenizer.decode(outputs[0], skip_special_tokens=True)
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+
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+ interface = gr.Interface(
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+ fn=summarize,
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+ inputs=[
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+ gr.Textbox(lines=8, label="النص"),
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+ gr.Slider(50, 250, value=150, label="طول الملخص")
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+ ],
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+ outputs=gr.Textbox(label="الملخص"),
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+ title="ملخص النصوص الفلسفية",
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+ description="نموذج لتلخيص النصوص الفلسفية باللغة العربية"
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+ )
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+
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+ interface.launch()
requirements.txt ADDED
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+ gradio>=3.50.0
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+ torch
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+ transformers