Preventing ferroelectric materials from losing their ferroelectricity over a low thickness of several nanometers is crucial in developing multifunctional nanoelectronics. Epitaxially grown 5 at. % yttrium-doped Hf 0.5 Zr 0.5 O 2 (YHZO) thin films exhibit an atomically smooth surface, an ability to maintain ferroelectricity even at a thickness of 10 nm, and excellent insulating properties, making them suitable for use as gate oxides in ferroelectric thin film transistors (FeTFTs). Through the epitaxial growth of a YHZO/ La 0.67 Sr 0.33 MnO 3 (LSMO)/SrTiO 3 (STO) heterostructure, YHZO effectively retains its ferroelectricity and orthorhombic single phase, leading to enhancing electron mobility (∼19.74 cm 2 V −1 s −1 ) and memory window (3.7 V) in the amorphous InGaZnO 4 (a-IGZO)/YHZO/LSMO/STO FeTFTs. These FeTFTs demonstrate a consistent memory function with remarkable endurance (∼10 6 cycles) and retention (∼10 4 s). Furthermore, they sustain a constant memory window even under ±6 V bias stress for 10 4 s and exhibit excellent stability even under ±6 V/1 ms pulse cycling for 10 7 cycles. For comparison, a transistor with the same structure was fabricated using epitaxial nonferroelectric LaAlO 3 (LAO) and epitaxial undoped Hf 0.5 Zr 0.5 O 2 (HZO) as alternatives to YHZO. This study presents a novel approach to exploit the potential of YHZO in FeTFTs, contributing to the development of next-generation logic-in-memory.