Activation-Weighted Seeded Residual Coding for Low-Bit LLM Weight Repair

Zehao Liu, Chuangchuang Fang, Yang Ren

Low-bit weight quantization saves storage but leaves errors that degrade LLM quality. We introduce activation-weighted seeded residual coding (AWSRC), a compact repair codec for an…