Author

Byoungchan Ko

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Preprint Aug 2026

SSDi8: Accurate and Efficient 8-bit Quantization for State Space Duality

SSDi8 is presented, the first post-training quantization framework specifically designed for SSD to maintain a persistent INT8 path, and introduces a reformulation that decouples element-wise multiplications from matrix multiplications, enabling reuse of quantized activations across modules.

Hyunwoo J. Kim, Byoungchan Ko, Minseok Kang et al. · 3 citations · ⚡1