Ling 2.6 1T
InclusionAI · 2026-04-29 · 1T parameters
Ling 2.6 1T is InclusionAI's open-weight instant/instruct MoE flagship, released on April 29, 2026; the official FP8 checkpoint contains 1,025,414,425,344 parameters excluding quantization-scale tensors, while InclusionAI describes its activated size only approximately as 63B. It upgrades the Ling 2.0 base through architectural migration and about 9.6T tokens of additional pre-training, combining Lightning Attention and MLA in a 7:1 ratio with a native 262,144-token limit. Post-training emphasizes fast, token-efficient answers and agentic coding and tool-use workflows, making it the instant-response counterpart to the deeper-reasoning Ring 2.6 1T.