Beyond Anti-Forgetting: Multimodal Continual Instruction Tuning with Positive Forward Transfer

Junhao Zheng, Qianli Ma, Zhen Liu +2

Multimodal Continual Instruction Tuning (MCIT) enables Multimodal Large Language Models (MLLMs) to meet continuously emerging requirements without expensive retraining. MCIT faces…