An Empirical Study on Parameter-Efficient Fine-Tuning for MultiModal Large Language Models

Xiongtao Zhou, Jie He, Yuhua Ke +3

Multimodal large language models (MLLMs) fine-tuned with multimodal instruction datasets have demonstrated remarkable capabilities in multimodal tasks. However, fine-tuning all par…