Test-Time Alignment for Large Language Models via Textual Model Predictive Control

Kuang-Da Wang, Teng-Ruei Chen, Yu Heng Hung +7

Aligning Large Language Models (LLMs) with human preferences through finetuning is resource-intensive, motivating lightweight alternatives at test time. We address test-time alignm…