Small Models, Big Results: Training a Finance Agent for Under $500 — Charles Dickens, Snorkel AI
A 4B model trained with RL on financial data beat a 235B model on complex tasks. Specialization and simple rewards proved more effective than raw scale for enterprise AI.
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