This is what finance AI should look like.
Not just answering questions, but digging through filings, reconciling definitions, updating 5,000+ spreadsheet formulas, running scenarios and producing editable outputs.
Ling-3.0-flash-Fin is moving AI from “financial assistant” toward something much closer to an actual workflow engine.
Financial work depends on trustworthy sources, consistent definitions, accurate calculations and auditable outputs.
Introducing Ling-3.0-flash-Fin, a finance-enhanced version of Ling-3.0-flash, developed with financial institutions and domain experts.
With 124B total and 5.1B active parameters, it supports information retrieval, research, valuation modeling and report preparation across long reports, research materials and complex workbooks.
The model showed competitive results across FinFIRST, FinSearchComp Verified, FinCRAFT, FinanceAgent v1.1/v2, APEX-Agents, SpreadsheetBench v1/v2 and τ³-Banking.
We will open-source the model weights next week.