yichengmucheng/modelfit-structured-llm

ModelFit (百擎) is a financial-risk modeling product concept and demo: analysts prepare samples, create and evaluate a TabPFN model, then publish a contract-backed model package for GPU-side validation and customer scoring. The repository demonstrates package production and target-side checks in two Python demos, and separately contains a UI prototype; the prototype’s controls are not wired to those demos. GPU deployment, approval/rollback, and the customer API are documented capabilities, not sampled implementations. The map distinguishes these documented stages from demonstrated code paths.