Ling-3.0-flash Released: 5.1B Active Params Matches 1T Flagship
alifcoder · x · 2026-07-30
AntLingAGI has released Ling-3.0-flash, a new hybrid-reasoning Mixture-of-Experts (MoE) model built for production-scale agents.
- Architecture & Performance: The model has 124B total parameters but only 5.1B active parameters per token. Using just 1/8 of the total and 1/12 of the active parameters, it matches or beats their own 1T flagship model on most benchmarks.
- Availability: Focusing on hybrid reasoning and long context, the model is now available for testing and is free to use until August 3, encouraging developers to validate it in real-world workflows.
Related event: Ant Group Releases Ling-3.0-flash Hybrid Reasoning Model(2 posts)→
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