@article{efficientllmswithampattentionheadsand, title = {Efficient LLMs with AMP: Attention Heads and MLP Pruning}, author = {Leandro Giusti Mugnaini and Bruno Lopes Yamamoto and Lucas Lauton de Alcantara and Victor Zacarias and Edson Bollis and Lucas Pellicer and Anna Helena Reali Costa and Artur Jordao}, year = {2025}, eprint = {2504.21174}, archivePrefix = {arXiv}, url = {https://arxiv.org/abs/2504.21174v1}, }