The Effect of Quantization on Clinical Benchmarks: Accuracy and Safety Across Model Families
INT8 is broadly safe for clinical deployment, while INT4 safety must be assessed per-model and per-task, and that safety alignment is determined primarily by instruction tuning rather than clinical domain adaptation.