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4B Model Outperforms 235B Through Tool Discipline in FinQA

In the FinQA env, a 4B model was fine-tuned to outperform a 235B model from the same family on our Finance Reasoning benchmark. What did we teach the 4B model? Tool discipline. Learn more: snorkel.ai/blog/building-fin…

→ View original post on X — @snorkelai, 2026-03-30 22:51 UTC