Bias in large language models (LLMs) is a growing concern, particularly in sensitive customer-facing industries where fairness and compliance are critical. With recent buzz around DeepSeek, we took the opportunity to showcase Hirundo’s bias unlearning capabilities on DeepSeek-R1-Distill-Llama-8B. Our results demonstrate that, even with new and emerging models, we can significantly reduce bias—up to 76% reduction as compared to its original state—without compromising model utility on other tasks such as logical QA and reasoning.