Fine-Tuning a 32B Legal LLM That Outperformed a Frontier Model at 4× Lower Serving Cost

Everyone assumes bigger models produce better results. LegML set out to prove otherwise. They fine-tuned a 32B-parameter legal LLM — internally called "Hugo" — that outperformed a leading frontier mod