@article{capabilitysaliencevectorfinegrained, title = {Capability Salience Vector: Fine-grained Alignment of Loss and Capabilities for Downstream Task Scaling Law}, author = {Qiming Ge and Shuhao Xing and Songyang Gao and Yunhua Zhou and Yicheng Zou and Songyang Zhang and Zhi Chen and Hang Yan and Qi Zhang and Qipeng Guo and Kai Chen}, year = {2025}, eprint = {2506.13216}, archivePrefix = {arXiv}, url = {https://arxiv.org/abs/2506.13216v1}, }