setarejahandide commited on
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b8c9763
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Initial commit with text generation app

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  1. app.py +23 -0
app.py ADDED
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+ import gradio as gr
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+ from transformers import pipeline
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+
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+ # Load pre-trained text generation pipeline
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+ generator = pipeline("text-generation", model="gpt2")
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+
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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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+
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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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+
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+ # Launch the interface
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+ if __name__ == "__main__":
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+ iface.launch()