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Sponsored Artificial Intelligence: A Modern Approach, Global Edition Artificial Intelligence: A Modern Approach, Global Edition

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Hyeonseong Kim

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Book Open access Aug 2026

L2Mersit: A Scaling-Free Sub-8-bit Data Format for On-Device Reliable Large Language Model Serving

Experimental results demonstrate that L2Mersit achieves the highest accuracy among all 6-bit exponent-encoded formats while reducing the hardware complexity of auxiliary units for low-precision computing, resulting in a 62.7% area reduction.

M. Kim, Hyeonseong Kim, Ik-Joon Chang et al. · 0 citations

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