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

Liu, Zehao et al.
arXiv (OAI Expanded) · Papers
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computation-and-language
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 existing quantization backbone. Given a reconstructed weight $W_0$, AWSRC encodes the residual $W-W_0$ using determinis
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