This paper proposes a complicated architecture that mitigates difficulties of recurrent matrix multiplications by decomposing A-multiplications into multiple teams and optimizing positional encoding through Grouped Finite Impulse Reaction (FIR) filtering, and incorporates an analogous system to rein