Conventional　sense　amplifiers　limit　the　performance　of　current　RRAM　computing-in-memory　(CIM)　macro　circuits,　resulting　in　high　latency　and　energy　consumption.　This　paper　introduces　a　multi-bit　quantization　technology　low-latency　voltage　sense　amplifier　(MQL-VSA).　Firstly,　the　multi-bit　quantization　technology　enhances　circuit　quantization　efficiency,　reducing　the　number　of　operational　states　in　conventional　VSA.　Secondly,　by　simplifying　the　sequential　logic　circuits　in　conventional　VSA,　the　complexity　of　sequential　control　signals　is　reduced,　further　diminishing　readout　latency.　Experimental　results　demonstrate　that　the　MQL-VSA　achieves　a　1.40-times　decrease　in　readout　latency　and　a　1.28-times　reduction　in　power　consumption　compared　to　conventional　VSA.　Additionally,　an　8-bit　input,　8-bit　weight,　14-bit　output　macro　circuit　utilizing　MQL-VSA　exhibited　a　1.11times　latency　reduction　and　1.04-times　energy　savings.