FinAcumen: Financial Multimodal Reasoning via Self-Evolving Experience Memory Harness

In three linesFinAcumen is a financial multimodal reasoning agent that accumulates experience from prior trajectories in persistent memory. The system improves a frozen 8B vision-language model across four financial benchmarks using selective experience activation and a deterministic tool environment for numerical computation and verification.

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