Rethinking Fine-Tuning: Unlocking Hidden Capabilities in Vision-Language Models

Mingyuan Zhang, Yue Bai, Yifan Wang +2

Fine-tuning has become the dominant paradigm for adapting Vision-Language Models (VLMs), yet most approaches rely on explicit weight updates that introduce a fundamental trade-off.…