This article discusses Apple's MLX framework, designed for efficient use of M-series chips in protein folding tasks. It highlights the advantages of unified memory architecture and provides a detailed example of adapting OpenFold3 code to work with MLX. The author shares performance results showing significant speed improvements compared to traditional setups.