Arabic Poetry IFT is a large-scale instruction-following dataset for Arabic poetry understanding and co-creation. It supports four task families: generation, continuation, revision/restoration, and multiple-choice analysis. The dataset covers Modern Standard Arabic (MSA) and four regional Arabic varieties used in the instruction layer: Gulf, Levantine, Nile Valley, and North African Arabic.