Task Vector Quantization for Memory-Efficient Model Merging

Youngeun Kim, Seunghwan Lee, Aecheon Jung +2

Model merging enables efficient multi-task models by combining task-specific fine-tuned checkpoints. However, storing multiple task-specific checkpoints requires significant memory…