@article{xing2025efficientllm, title={EfficientLLM: Scalable Pruning-Aware Pretraining for Architecture-Agnostic Edge Language Models}, author={Xing, Xingrun and Liu, Zheng and Xiao, Shitao and Gao, Boyan and Liang, Yiming and Zhang, Wanpeng and Lin, Haokun and Li, Guoqi and Zhang, Jiajun}, journal={arXiv preprint arXiv:2502.06663}, year={2025} }