Ling-3.1-flash: Inside InclusionAI's 560B Hybrid Reasoning MoE Model

Ling-3.1-flash is InclusionAI's 560B/25B-active hybrid-linear MoE model with a 1M-token context window. Specs, architecture, benchmarks explained.