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)→
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