dantedgp commited on
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e8d0bda
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  1. app.py +25 -0
  2. requirements.txt +2 -0
app.py ADDED
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+ import streamlit as st
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+ from transformers import AutoModelForSeq2SeqLM, AutoTokenizer
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+
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+ # Instantiate the model
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+ model = AutoModelForSeq2SeqLM.from_pretrained("dantedgp/question-generator")
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+ tokenizer = AutoTokenizer.from_pretrained("dantedgp/question-generator")
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+
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+ def generate_response(txt):
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+ input_text = f"ask: {txt}"
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+ input_ids = tokenizer(input_text, return_tensors="pt").input_ids
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+ outputs = model.generate(input_ids, max_new_tokens=100, do_sample=False)
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+ question = tokenizer.decode(outputs[0], skip_special_tokens=True)
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+
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+ print('question: ', question)
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+ return question
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+
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+ st.set_page_config(page_title='AI Quiz Generator')
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+ st.title('AI Quiz Generator')
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+
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+ # Text input
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+ result = []
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+ txt_input = st.text_area('Enter your text', '', height=200)
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+
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+ if len(result):
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+ st.info(result)
requirements.txt ADDED
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+ transformers
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+ torch