A new implementation of MedQA demonstrates fine-tuning clinical AI using AMD ROCm instead of Nvidia's CUDA. The workflow leverages the Hugging Face ecosystem to optimize medical question-answering tasks on non-proprietary hardware. This proves that high-performance medical LLM training is no longer tethered to a single chip vendor. Practitioners can now diversify their compute stacks.