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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 pipeline
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# Load the pre-trained model
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generator = pipeline("text-generation", model="EleutherAI/gpt-neo-2.7B")
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# Define Gradio interface
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def generate_response(prompt):
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# Generate response based on the prompt
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response = generator(prompt, max_length=50, do_sample=True, temperature=0.9)
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return response[0]['generated_text']
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# Create 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="OpenAI Text Generation Model",
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description="Enter a prompt and get a generated text response.",
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)
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# Deploy the Gradio interface
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iface.launch(share=True)
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