hugging-apps/webbrain-vl-2-450m-demo

WebBrain VL 2 450M — Browser Screenshot Understanding

WebBrain VL 2 450M is a compact vision-language model fine-tuned from LiquidAI/LFM2.5-VL-450M specifically for browser-GUI screenshot understanding. It converts a viewport screenshot into a terse, six-section observation consumed by a downstream web-automation planner.

What it does

Upload a browser screenshot and the model returns a structured description with:

1. 1.Page purpose — one-line summary
2. 2.Visible text — exact strings on buttons, links, headings, tabs
3. 3.Inputs — form fields with labels, placeholders, values, focus/disabled state
4. 4.State signals — loading spinners, toasts, modals, errors, CAPTCHAs, consent banners
5. 5.Blockers — anything preventing the next action
6. 6.Unknowns — things it can't read clearly

License

This model is distributed under the LFM Open License v1.0. Example screenshots are from the WebBrain test suite (CC-BY-4.0 / MIT).