Ant Group open-sources Ling-3.0-flash-Fin, a source-traceable finance LLM (124B MoE)
aigclink · x · 2026-09-07
Ant Group has open-sourced Ling-3.0-flash-Fin, a finance-enhanced LLM whose key feature is source traceability: answers cite which financial report or regulatory filing the data came from, rather than being generated as a black box. It ships with an open benchmark, FinFIRST, where it scores 82.45% on source verification.
Specs and capabilities
- 124B MoE with 5.1B active parameters, 256K context, supports private deployment
- End-to-end workflow for multi-document reasoning across annual/quarterly reports, regulatory filings and broker research, reconciling conflicting reporting periods and accounting definitions
- Use cases: source lookup, financial statement analysis, valuation, complex tables, report writing
Aimed at banks, brokers, funds and investment professionals.
Related event: Ant Group Open-Sources Ling-3.0-flash-Fin Financial Model(3 posts)→
More from Models
- Fable 5.5 launch rumors persist for third week, but no frontier model drops this month — patience_cave · 2026-10-26
- OpenAI upgrades Decisions API: 400 questions per call, native voice and image support — OpenAIDevs · 2026-10-26
- Fangcun AI, China's first independent frontier AI safety lab, launches with DeepSeek eval report — JacquesThibs · 2026-10-26
- When AI hits an existential crisis: model confuses itself and everyone else — Ok-Delivery-7437 · 2026-10-26
- Kimi K3.1 Pro tops MathArena open models, closing frontier gap to about 6 months — teortaxesTex · 2026-10-26
- Ruff creator Charlie Marsh: frontier models find infinite bugs in any software — charliermarsh · 2026-10-26