M8.3 - Outlier Geometry and Equivalent Transforms
A derivation- and implementation-oriented treatment of LLM quantization outliers: geometric diagnostics, mixed-precision decomposition, SmoothQuant scaling, affine shifts, fixed and learned rotations, structured learned transforms, graph fusion, calibration, and runtime cost.