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Cross-layer Activation-aware Sensitivity Allocation (CASA)

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04:00

2026-09-23

machinebrief.com

large-language-models

Beyond Scalar Sensitivity: Activation-Aware Mixed-Precision LLM Quantization with Cross-Layer Refinement

Researchers proposed Cross-layer Activation-aware Sensitivity Allocation (CASA), a two-phase mixed-precision quantization method that replaces scalar sensitivity proxies with an activation-aware metri…

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arXiv 1 Multiple-Choice Knapsack Problem (MCKP) 1 Kronecker-factored Hessian 1

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large language models 1 machine learning 1 ai research 1