The Math Behind E8 Lattice Quantization (with Code)

The Math Behind E8 Lattice Quantization (with Code) Standard scalar quantization — what every LLM quantizer from GPTQ to AWQ does — rounds each number independently to the nearest representable value. E8 lattice quantization rounds groups of 8 number...