README.md

metadata

title: Grounding Demo
emoji: 🎯
colorFrom: blue
colorTo: green
sdk: gradio
sdk_version: 6.20.0
app_file: app.py
pinned: false
license: apache-2.0
short_description: Is a claim grounded in its source document?

Grounding demo

Interactive demo of Nutrient's grounding models: paste a document premise + a claim and see whether the document supports it. Runs both models side by side:

• grounding-en — open weights (Apache-2.0), English.
• grounding-multilingual — commercial, 15+ languages.

Secret required

The commercial model is loaded from a private repo, so this Space needs an HF_TOKEN secret (Settings → Variables and secrets) with read access to it. The weights are used server-side only and are never downloadable. Without the secret, the demo runs the open English model and marks the commercial one unavailable.

Scores are temperature-calibrated support probabilities (per-model T).