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Ant Ling open-sources Ling-3.0-flash-Fin and FinFIRST for financial search agents

Ant Ling (AntLingAGI) open-sourced Ling-3.0-flash-Fin for real-world finance workflows and FinFIRST, an expert-built benchmark for financial search agents, aiming to make financial AI more accessible and verifiable. SGLang already announced Day-0 serving; this is the primary open-source + benchmark announcement.

Key Takeaways

Open-sources Ling-3.0-flash-Fin for real finance workflows.
Ships FinFIRST: expert-built benchmark for financial search agents.
Goal: more accessible, verifiable financial AI; pairs with SGLang Day-0 serving.

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Linked Models & Agents:

#Ant Ling#Ling-3.0-flash-Fin#FinFIRST#finance AI#open source#agent benchmark#MoE

SGLang@sgl_project·Collected 62d ago

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SGLang day-0 support for AntLing Ling-3.0-flash-Fin: 124B/5.1B finance MoE

SGLang announced day-0 serving for AntLing’s open Ling-3.0-flash-Fin (124B total / 5.1B active), a finance-tuned MoE for research, retrieval, valuation modeling, and long-document/spreadsheet report prep, with competitive FinFIRST, FinanceAgent, APEX-Agents, SpreadsheetBench, and τ³-Banking results.

Key Takeaways

Ling-3.0-flash-Fin: 124B/5.1B finance-tuned open MoE.
SGLang day-0 support lowers serving friction for finance agents.
Evals span FinFIRST, FinanceAgent, APEX-Agents, SpreadsheetBench, τ³-Banking—spreadsheet and auditable compute focus.

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Linked Models & Agents:

#SGLang#Ling-3.0-flash-Fin#AntLing#Finance#SpreadsheetBench#MoE#Day 0