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Model Card|Ling-3.0-flash-Fin

Ling-3.0-flash-Fin (Ant Group): Released at the 2026 Inclusion·Conference on the Bund (2026-09-09), 124B total parameters with 5.1B active, 256K context (scalable to 1M), MIT open-source; built on Ling-3.0-flash's MoE architecture and long-context capabilities with continued financial-domain pretraining, tested across seven financial benchmarks including FinFIRST, FinSearchComp Verified, FinCRAFT, Finance Agent, APEX-Agents, SpreadsheetBench, and τ³-Banking; AA Intelligence Index v4.1.1 improved from 38 to 41; weights available on Hugging Face and ModelScope, OpenRouter offers a one-month free API

Ling — From Trillion-Parameter Flagships to 5.1B Execution Nodes, Ant Group's Three-Line AGI Strategy

Ant Group's Ling model family deep-dive: 2025→2026 evolution timeline, Ling/Ring/Ming three-series strategy, architecture journey from Ling 1.0 to Ling 3.0, Ling-3.0-flash-Fin finance model, and an Agent developer's selection guide