M8.4 - Scalar Weight-Only PTQ: RTN, GPTQ, and AWQ
A derivation- and implementation-oriented treatment of scalar weight-only post-training quantization: round-to-nearest, layer reconstruction geometry, OBD/OBS/OBQ, GPTQ compensation and lazy block updates, AWQ activation-aware scaling, calibration state, packed artifacts, and runtime kernels.