Asymmetric Quantization: Near-Lossless Retrieval with 97% Storage Reduction

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asymmetric quantizationlate interaction retrievalstorage reductionint8binary signs

Author: breadislove

Date: 6/29/2026

Article Summary:
The article discusses asymmetric quantization, a technique to reduce storage costs in late interaction retrieval systems by storing document vectors as binary signs and keeping query vectors at higher precision.