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| import streamlit as st | |
| from transformers import T5Tokenizer, T5ForConditionalGeneration | |
| # Load Model | |
| model_name = "google/flan-t5-small" #"YOUR_USERNAME/quiz-generator" | |
| tokenizer = T5Tokenizer.from_pretrained(model_name) | |
| model = T5ForConditionalGeneration.from_pretrained(model_name) | |
| # Streamlit App | |
| st.title("AI Quiz Generator") | |
| topic = st.text_input("Enter Topic:") | |
| difficulty = st.selectbox("Select Difficulty:", ["Easy", "Medium", "Hard"]) | |
| num_questions = st.slider("Number of Questions:", 1, 10, 5) | |
| if st.button("Generate Quiz"): | |
| prompt = f"Generate {num_questions} {difficulty} questions on {topic}" | |
| inputs = tokenizer(prompt, return_tensors="pt", padding=True, truncation=True) | |
| outputs = model.generate(**inputs) | |
| questions = tokenizer.decode(outputs[0], skip_special_tokens=True) | |
| st.write("### Generated Questions:") | |
| st.write(questions) |