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Create app.py

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  1. app.py +24 -0
app.py ADDED
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+ import gradio as gr
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+ from transformers import AutoTokenizer, AutoModelForCausalLM
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+ import torch
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+
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+ # تحميل الموديل
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+ model_name = "Salesforce/codegen-350M-mono"
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+ tokenizer = AutoTokenizer.from_pretrained(model_name)
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+ model = AutoModelForCausalLM.from_pretrained(model_name).to("cpu")
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+
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+ # دالة التوليد
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+ def generate_code(prompt):
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+ inputs = tokenizer(prompt, return_tensors="pt")
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+ outputs = model.generate(**inputs, max_length=128, num_return_sequences=1)
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+ code = tokenizer.decode(outputs[0], skip_special_tokens=True)
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+ return code
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+
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+ # واجهة Gradio
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+ gr.Interface(
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+ fn=generate_code,
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+ inputs=gr.Textbox(lines=5, placeholder="Describe what code you want...", label="Prompt"),
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+ outputs=gr.Textbox(label="Generated Code"),
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+ title="Code Generator - Mono Model",
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+ description="Generate Python code from a text description using CodeGen-350M-Mono model"
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+ ).launch()