Satyaki1710 commited on
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056af96
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Create app.py

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  1. app.py +25 -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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+ # Load the model
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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, trust_remote_code=True)
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+ generator = pipeline("text-generation", model=model, tokenizer=tokenizer, pad_token_id=tokenizer.eos_token_id)
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+
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+ # Function to generate code
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+ def generate_code(prompt):
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+ output = generator(prompt, max_new_tokens=256, do_sample=True, temperature=0.3, top_p=0.95)
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+ return output[0]["generated_text"]
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+
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+ # Gradio UI
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+ ui = gr.Interface(
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+ fn=generate_code,
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+ inputs=gr.Textbox(lines=4, label="💬 Enter your Python prompt"),
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+ outputs=gr.Code(label="🧠 Generated Python Code"),
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+ title="🤖 AI Python Code Generator",
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+ description="Type a task like 'write a function to reverse a list', and get Python code.",
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+ theme="default"
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+ )
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+
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+ ui.launch()