When Do Task Vectors Interfere? Mapping the Validity Boundaries of Weight-Space Composition

Chencheng Zhu, Xiaoyang Li, Taotao Cai

Task arithmetic composes skills by adding weight displacements, and merged models are then judged on benchmark suites. We measure when that composition is functionally additive, an…