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Create app.py

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  1. app.py +24 -0
app.py ADDED
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+ from transformers import AutoModelForCausalLM, AutoTokenizer
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+ import gradio as gr
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+
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+ # تحميل النموذج والTokenizer
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+ model = AutoModelForCausalLM.from_pretrained("microsoft/Phi-4-mini-instruct")
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+ tokenizer = AutoTokenizer.from_pretrained("microsoft/Phi-4-mini-instruct")
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+
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+ # وظيفة للتفاعل مع النموذج
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+ def generate_response(user_input):
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+ inputs = tokenizer(user_input, return_tensors="pt")
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+ outputs = model.generate(**inputs, max_new_tokens=500)
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+ return tokenizer.decode(outputs[0], skip_special_tokens=True)
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+
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+ # واجهة Gradio
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+ interface = gr.Interface(
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+ fn=generate_response,
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+ inputs="text",
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+ outputs="text",
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+ title="Phi-4-mini-instruct Chatbot",
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+ description="تفاعل مع نموذج Phi-4-mini-instruct من Microsoft."
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+ )
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+
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+ # تشغيل الواجهة
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+ interface.launch()