Banma Technologies

At the 2026 Yunqi Conference, Banma Technologies unveiled AutoOmni 2.0-23B-A3B, an on-device omnimodal large model aimed at intelligent cockpits. The sparse mixture-of-experts architecture has 23 billion total parameters and 3 billion active parameters, so the model can run on automotive-grade chips rather than in the cloud. The company says it supports more than eight concurrent tasks, speeds inference by five to six times, keeps quantization fidelity above 99%, and cuts runtime memory use by half. Availability was not specified.

Banma says its earlier 4B dense model improved average cockpit capability by 20%, and the company disclosed coverage of 68% of mainstream automakers and a 63% share in on-device intelligence and end-model applications.