PeterBrendan commited on
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20fefb1
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1 Parent(s): dd9e84d

Create app.py

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  1. app.py +29 -0
app.py ADDED
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+ import streamlit as st
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+ from transformers import pipeline
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+
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+ @st.cache(allow_output_mutation=True)
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+ def load_model():
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+ return pipeline("text-generation", model="pbjs_gpt2")
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+
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+ def main():
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+ st.title("Hugging Face Model Demo")
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+ st.write("Enter some text and get generated text as output.")
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+
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+ # Create a text input field for user input
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+ user_input = st.text_input("Enter text:", "")
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+
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+ # Check if the user input is empty
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+ if user_input:
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+ # Load the Hugging Face model
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+ generator = load_model()
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+
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+ # Generate text based on user input
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+ generated_text = generator(user_input, max_length=100, num_return_sequences=1)[0]["generated_text"]
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+
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+ # Display the generated text
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+ st.write("Generated Text:")
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+ st.write(generated_text)
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+
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+ # Run the app
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+ if __name__ == "__main__":
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+ main()