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399e120
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Create app.py

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  1. app.py +31 -0
app.py ADDED
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+ import gradio as gr
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+ from transformers import pipeline
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+
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+ # Using a smaller, more stable model
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+ model = pipeline(
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+ "text-generation",
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+ model="bigcode/tiny_starcoder_py", # Very small model for CPU
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+ device="cpu"
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+ )
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+
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+ def generate_code(prompt):
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+ try:
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+ response = model(
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+ f"# Python Question\n{prompt}\n# Answer\n",
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+ max_new_tokens=80,
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+ temperature=0.2,
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+ do_sample=False
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+ )
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+ return response[0]['generated_text'].split("# Answer\n")[-1]
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+ except Exception as e:
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+ return f"Error: {str(e)}"
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+
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+ demo = gr.Interface(
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+ fn=generate_code,
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+ inputs=gr.Textbox(lines=2, placeholder="Ask about Python..."),
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+ outputs=gr.Code(language="python"),
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+ title="Stable Coding Assistant",
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+ allow_flagging="never"
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+ )
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+
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+ demo.launch()