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Create app.py
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app.py
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import gradio as gr
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from transformers import AutoModelForCausalLM, AutoTokenizer
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# Model aur tokenizer load karte hain
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model_name = "huggingface/CodeParrot-small"
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tokenizer = AutoTokenizer.from_pretrained(model_name)
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model = AutoModelForCausalLM.from_pretrained(model_name)
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def generate_comments(code):
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inputs = tokenizer.encode(code, return_tensors="pt")
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outputs = model.generate(inputs, max_length=200, num_return_sequences=1)
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commented_code = tokenizer.decode(outputs[0], skip_special_tokens=True)
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return commented_code
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# Gradio interface banate hain
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iface = gr.Interface(
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fn=generate_comments,
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inputs="text",
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outputs="text",
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title="AI Code Commenter",
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description="Upload your code and let AI add meaningful comments."
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)
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iface.launch()
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