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Update app.py
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app.py
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from transformers import pipeline
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import gradio as gr
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# Load GPT-2 model
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generator = pipeline("text-generation", model="gpt2")
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# Function to generate text
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def generate_text(prompt, max_length):
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result = generator(
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prompt,
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max_length=max_length,
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num_return_sequences=1,
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do_sample=True,
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temperature=0.7
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)
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return result[0]['generated_text']
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# Gradio UI
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demo = gr.Interface(
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fn=generate_text,
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inputs=[
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gr.Textbox(lines=4, placeholder="Enter your prompt here..."),
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gr.Slider(minimum=20, maximum=200, value=50, label="Max Length")
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],
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outputs="text",
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title="🤖 GPT-2 Text Generator",
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description="Enter a prompt and generate text using GPT-2"
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)
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demo.launch()
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