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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 DistilGPT2Tokenizer, DistilGPT2LMHeadModel
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# Load model and tokenizer
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tokenizer = DistilGPT2Tokenizer.from_pretrained("distilgpt2")
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model = DistilGPT2LMHeadModel.from_pretrained("distilgpt2")
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def generate_response(prompt):
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inputs = tokenizer.encode(prompt, return_tensors="pt")
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outputs = model.generate(inputs, max_length=50, num_return_sequences=1)
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response = tokenizer.decode(outputs[0], skip_special_tokens=True)
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return response
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# Define Gradio interface
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iface = 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="DistilGPT-2 Chatbot",
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description="A chatbot powered by DistilGPT-2."
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)
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if __name__ == "__main__":
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iface.launch()
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