Ant open-sources Ling-3.0-flash-Sante healthcare MoE model
A 124B-parameter healthcare-enhanced MoE with 5.1B active parameters per token, released with open weights and tuned for medical reasoning, deep research and multi-agent tool use.
Today, we’re officially open-sourcing Ling-3.0-flash-Sante. Sante is a healthcare-enhanced MoE model with 124B total parameters and only 5.1B active parameters per token, delivering leading performance among similarly sized models on professional healthcare tasks and complex medical reasoning. Beyond answering medical questions, Sante is built for real-world healthcare research and workflows, with strengthened capabilities in deep research, multi-agent collaboration, and tool use. The model weights are now available — we welcome researchers, developers, and healthcare practitioners to explore Sante and build with it. More below ↓