OnceSelect: Reusable Data Selection for Efficient Multimodal Instruction Tuning

Mingkang Dong, Hongyi Cai, Xiwen Lei +8

Multimodal instruction tuning is widely used to adapt multimodal large language models (MLLMs), yet the large-scale image-text datasets it relies on are often highly redundant. Exi…