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02f0030
Initial commit with text generation app
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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 pre-trained text generation pipeline
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generator = pipeline("text-generation", model="gpt2")
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# Define the function to generate text
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def generate_text(prompt):
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generated = generator(prompt, max_length=50, num_return_sequences=1)
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return generated[0]['generated_text']
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# Create the Gradio interface
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iface = gr.Interface(
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fn=generate_text,
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inputs="text",
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outputs="text",
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title="Text Generation",
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description="Generate text using GPT-2"
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)
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# Launch the interface
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if __name__ == "__main__":
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iface.launch()
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