How Renovation Scope Classifier works
Press Load model once: your browser downloads Gemma 4 E2B instruction-tuned (web build) (2.0 GB) from this site and keeps it in its cache. Then add your text and press Classify locally. The model runs on this device using your graphics card, so nothing you enter is sent to a server. Until the model is loaded, or if your device cannot run it, the tool falls back to a simple keyword check and labels the result as the fallback.
Gemma 4 E2B instruction-tuned (web build) is a small open language model from Google. The tool sends it the instruction below plus your text, asks for a JSON answer with fixed fields, and shows each field as a card. It runs at temperature 0, so the same input gives the same answer on the same device, though different graphics cards can word it slightly differently.
Inputs longer than 6,000 characters are cut to that length before they reach the model, and the result says so. The model only sees what you paste: it does not look anything up.
The instruction the model gets
You classify the scope of a renovation from a scope note. Give one scope level: Cosmetic (paint, flooring, fixtures, cabinets refaced), Moderate (layout kept but new kitchen or bath, non-load-bearing walls, new appliances), or Major (structural changes, load-bearing walls, additions, new electrical service, re-plumbing, roof, foundation). List the items that usually need a permit or a licensed trade, such as electrical panels, structural walls, gas lines and moving plumbing, and say that local rules decide. Do not estimate costs or timelines and do not say the work meets code.
What it returns
- Scope level: Cosmetic, Moderate or Major, then a few words naming the item that sets the level.
- Items that often need a permit: Items from the note that commonly need a permit or inspection.
- Trades involved: Trades the note implies (electrician, plumber, framer, painter and so on).
- Questions for the contractor: Two or three questions to ask before signing.