The Joint Effect of Quantization and Sampling Temperature on LLM Safety Alignment: A Factorial Analysis

Hari Prasad, Ritam Pal

Modern LLM deployments often combine quantization with higher sampling temperatures to reduce cost, latency, or repetition, yet safety evaluations usually treat these as fixed impl…