Efficient LLMs with AMP: Attention Heads and MLP Pruning. - Leandro Giusti Mugnaini; Bruno Yamamoto; Lucas Lauton de Alcantara; Victor Zacarias; Edson Bollis; Lucas F. A. O. Pellicer; Anna Helena Reali Costa; Artur Jordão (CoRR, 2025)