Add LUT multiplication support for signed integers #29
Description
The original LUT implementation assumed non-negative (unsigned) values for both weight and activation.
However, int4 and other low-bit formats are often signed (e.g., int4 = -8 to 7), especially in quantized AI workloads.
due (5/12)