Optimal current tracking performance is crucial for the control of high-speed permanent magnet synchronous motors (PMSMs). In this study, an innovative discrete model-free predictive current control (MFPCC) method is proposed to address the challenges presented by flux-weakening (FW) and low-frequency ratio (LFR) conditions, which limit the conventional MFPCC's applicability in the high-speed range.