Old Zhang's AI Learning

May 11, 2026 · Artificial Intelligence

Ling-2.6-1T: 1T‑Parameter, Fast‑Thinking, Agent‑Ready Model After DeepSeek‑V4

Ant Group's Ling‑2.6‑1T, a 1‑trillion‑parameter LLM built for token efficiency and fast‑thinking, outperforms on elite reasoning and agentic benchmarks, offers easy local deployment via vLLM or SGLang, provides a quantized 3.6‑bit version, and includes practical usage tips for developers and knowledge workers.