A layered nested-lattice quantizer computes approximate inner products with a lookup table of size 2^{2dR/M}, enabling high-rate quantized matrix multiplication with near-Voronoi distortion.
Zeroquant: Efficient and affordable post-training quantization for large- scale transformers,
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High-Rate Nested-Lattice Quantized Matrix Multiplication with Small Lookup Tables
A layered nested-lattice quantizer computes approximate inner products with a lookup table of size 2^{2dR/M}, enabling high-rate quantized matrix multiplication with near-Voronoi distortion.