Ant Ling open-sources Ling-3.0-flash-Sante health model
Why it matters
Ant Ling (inclusionAI) open-sourced Ling-3.0-flash-Sante on 22 Oct 2026: a healthcare-specialised hybrid-linear MoE built on Ling-3.0-flash, with 124B total parameters and only 5.1B active per token, and training that extends to 256K tokens. In its team's own evaluation it scores 54.3 on HealthBench Professional, ahead of Claude Opus 4.8 (49.4) and behind GPT-5.6 Sol (60.8), plus 94.2 on MedQA-USMLE. The weights are on Hugging Face and ModelScope under the MIT license. Caveat: the team calls it a research model, not a medical device, that must not replace professional medical advice, diagnosis or treatment, and the benchmarks are self-reported.
Read the source: huggingface.co (inclusionAI / Ant Ling) (opens in a new tab)
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