Post #1477

Hugging Face (Twitter) RT @AntLingAGI: 🚀 Ling-1T — Trillion-Scale Efficient Reasoner Introducing Ling-1T, the first flagship non-thinking model in the Ling 2.0 series — 1 Trillion total parameters with ≈ 50 B active per token, trained on 20 T+ reasoning-dense tokens. Highlights → Evo-CoT curriculum + Linguistics-Unit RL for scalable reasoning → Strong efficiency–accuracy balance on complex reasoning tasks → Advanced visual understanding + front-end code generation via Syntax–Function–Aesthetics reward → Emergent tool-use ability (≈ 70 %) with minimal instruction tuning → FP8 mixed-precision + Ling Scaling Law → efficient trillion-scale training Efficient Thinking · Precise Reasoning Ling-1T extends the Pareto frontier of reasoning accuracy vs. cost — a new milestone in open-source trillion-scale intelligence.