When Calibration Depends on the Scoring Rule: Quantized Biomedical LLM Classification

Anton Rasmussen, Hong Qin

Quantized large language models enable on-premises processing of sensitive data, but their confidence estimates must be trustworthy. Reliability depends on implementation choices--…