@article{layerifestimatinglayerqualityforlarge, title = {LayerIF: Estimating Layer Quality for Large Language Models using Influence Functions}, author = {Hadi Askari and Shivanshu Gupta and Fei Wang and Anshuman Chhabra and Muhao Chen}, year = {2025}, eprint = {2505.23811}, archivePrefix = {arXiv}, url = {https://arxiv.org/abs/2505.23811v2}, }