demo-prover / app.py
AshBlanc's picture
Update app.py
a314aa6 verified
raw
history blame
1.03 kB
import os
import streamlit as st
from huggingface_hub import login
from transformers import pipeline
# Authenticate with Hugging Face Hub
user_token = os.getenv(HF_TOKEN) # Replace with your actual Hugging Face user token
login(user_token)
# Load the gated model
model_name = "RickyDeSkywalker/TheoremLlama"
generator = pipeline('text-generation', model=model_name)
# Streamlit app
st.title("Lean 4 Code Generation with TheoremLlama")
st.write("Enter a natural language prompt to generate Lean 4 code.")
# Text input for user prompt
prompt = st.text_area("Prompt", value="Prove that the sum of two even numbers is even.")
# Generate button
if st.button("Generate Lean 4 Code"):
with st.spinner("Generating Lean 4 code..."):
# Generate code based on the prompt
result = generator(prompt, max_length=1000, num_return_sequences=1)
generated_code = result[0]['generated_text']
# Display the generated code
st.code(generated_code, language='lean')
st.markdown("Developed by [Your Name]")