topoloop Finch

A 0.8B open-weights model that answers travel questions over OpenStreetMap and a travel-blog corpus, with every claim cited to something it actually retrieved. This is the same model and the same tool loop as Ask Maps Basic, where it ties Gemini 3.8 Flash. Tools come from api.topoloop.com; on a phone it runs fully offline. Weights · Environment · How it was trained