This document discusses efficient implementations of shift-add operations in finite impulse response (FIR) filters using variable partition hybrid form structures. FIR filters are widely used in digital signal processing and their performance is dominated by multiplication operations. The proposed method aims to reduce power consumption and complexity by implementing multiplications using optimized shift-add networks instead of multipliers. It explores variable size partitioning approaches and prefix adders to reduce gate count, dynamic power, and improve filter performance.