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Create app.py

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  1. app.py +23 -0
app.py ADDED
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+ from transformers import AutoTokenizer, AutoModelForCausalLM, pipeline
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+ import gradio as gr
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+
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+ # تحميل النموذج
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+ model_name = "aubmindlab/aragpt2-medium"
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+ tokenizer = AutoTokenizer.from_pretrained(model_name)
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+ model = AutoModelForCausalLM.from_pretrained(model_name)
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+
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+ # إعداد الـ pipeline
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+ generator = pipeline("text-generation", model=model, tokenizer=tokenizer)
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+
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+ # واجهة Gradio
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+ def generate_arabic_text(prompt):
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+ outputs = generator(prompt, max_length=100, num_return_sequences=1, do_sample=True)
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+ return outputs[0]["generated_text"]
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+
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+ iface = gr.Interface(fn=generate_arabic_text,
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+ inputs=gr.Textbox(lines=2, placeholder="اكتب جملة بالعربية..."),
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+ outputs="text",
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+ title="AraGPT2-Medium Chat",
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+ description="نموذج توليدي باللغة العربية")
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+
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+ iface.launch()