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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
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# Initialize the model and tokenizer for CPU
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generate_text = pipeline(
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model="PAIXAI/Astrid-1B",
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torch_dtype="auto",
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trust_remote_code=True,
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use_fast=True
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)
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# Streamlit UI
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st.title("Astrid-1B Chatbot")
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st.write("Test the Astrid-1B chatbot from Hugging Face!")
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user_input = st.text_input("Enter your question:")
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if user_input:
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response = generate_text(user_input, min_new_tokens=2, max_new_tokens=256, do_sample=False, num_beams=1, temperature=0.3, repetition_penalty=1.2, renormalize_logits=True)
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st.write("Response:", response[0]["generated_text"])
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st.write("Note: This is a simple UI for demonstration purposes. Ensure you have the required libraries installed and adjust the model parameters as needed.")
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