README: demo now runs the real model (int8 TorchScript), drop SVD/approximate wording

Clarify demo is approximate; fix GitHub URL; resolve merge

Clarify demo is approximate; fix GitHub URL to manuscript repo

Update README.md

Update README.md

Update README to 118K model + usage docs

Update README.md

initial commit

Duplicate from streamlit/streamlit-template-space