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Create app.py
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app.py
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#for text generation
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import gradio as gr
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from transformers import pipeline
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text_generator = pipeline("text-generation", model="EleutherAI/gpt-neo-2.7B")
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def generate_text(prompt):
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generated_text = text_generator(prompt, max_length=200)[0]["generated_text"]
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return generated_text
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iface1 = gr.Interface(
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generate_text,
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inputs="text",
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outputs="text",
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title="Hugging Face Text Generation",
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description="Generate text using Hugging Face's GPT-Neo 2.7B model.",
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examples=[
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["The quick brown fox",],
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["Once upon a time",],
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["In a galaxy far, far away",],
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],
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)
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iface1.launch()
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