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Create app.py
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app.py
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import streamlit as st
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from transformers import pipeline, set_seed
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# Define pipeline for text generation
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generator = pipeline('text-generation', model='gpt2')
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# Set seed for reproducibility
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set_seed(42)
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# Set up Streamlit app
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st.title('Text Generation with Hugging Face')
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st.write('Type a prompt below and watch the model generate text!')
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# Get user input
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prompt = st.text_input('Enter your prompt here:')
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# Generate text
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if prompt:
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text = generator(prompt, max_length=50, num_return_sequences=1)[0]['generated_text']
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st.write(text)
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