MODEL REFERENCE / inclusionAI

inclusionAI/Ling-3.1-flash

Ling-3.1-flash MoE model with block-FP8 weights, tool calling, and reasoning support

Block-FP8 weights with BF16 compute and TP8 + EP8 deployment

vLLMSGLangmoe560B / 25B262,144 ctxvLLM nightly+text

02 / Configure

Configure serving

Choose engine, hardware and deployment options. The command updates as you go.

03 / Understand

Model notes and examples