NDA review that cites its evidence — a 4B model that beats a frontier model on the job.
Every answer to a 17-point legal checklist comes with the clause numbers that justify it. Below are the real outputs on all 123 held-out contracts the model never saw in training. Pick one, click any checklist item, and the cited clauses light up.
Held-out test set · 123 NDAs · 2,091 decisions
Verdict accuracy
Evidence-F1 (right clauses cited)
Checklist · click an item
Contract · numbered spans
Run it on your own NDA
Paste a contract. It is split into numbered spans in your browser (nothing is uploaded) and turned into the exact request the fine-tuned endpoint expects. The same build_messages() format the model was trained on, with reasoning off. Deploy with lab/3-deployment.ipynb and send it.