Ling-3.1-flash

Ling-3.1-flash is a hybrid reasoning model from InclusionAI with 560B total and about 25B active parameters and a 1M-token context

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1000000 context tokens
560B total, 25B active parameters
Open weights license
Oct 2026 released

Ling-3.1-flash is a hybrid reasoning model from InclusionAI with 560B total and about 25B active parameters and a 1M-token context. It targets agent, search, office, and coding tasks.