A 2B Model for Mongolian: Why Small, Specialized LLMs Matter for Low-Resource Languages

A 2B-parameter model fine-tuned specifically for Mongolian is quietly doing something the giant multilingual LLMs can't: making high-quality NLP cheap, local, and accessible for an underrepresented language. Here's why the small-and-specialized tier is the real story.