Kumo Relational

1 article tagged with Kumo Relational

October 21, 2026
model releaseNVIDIA

NVIDIA Kumo Relational predicts from databases using up to 10,000 in-context examples, no training

NVIDIA released Kumo Relational, a pre-trained foundation model that predicts outcomes such as churn, demand, and fraud directly on relational databases in a single forward pass. NVIDIA claims it beats supervised relational deep learning and expert-engineered gradient-boosted trees across 41 tasks on 15 databases, and surpasses AutoGluon ensembles by 8% MRR on SAP SALT.