Pyramid Vector Quantization [1] (PVQ) is discussed as an effective quantizer for CNNs weights resulting in highly sparse and compressible networks. Properties of PVQ are exploited for the elimination ...

Kioxia today announced an update to its KIOXIA AiSAQ software, allowing balance specific workloads in RAG systems without hardware modifications.

We reformulate recursive Marginal quantization and product Markovian quantization as standard vector quantization. This allows the specification of an adaptive, robust algorithm in terms of the Newton ...