Hoi-Jun Yoo
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126
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2026
LightRot: A Light-Weighted Rotation Scheme and Architecture for Accurate Low-Bit Large Language Model Inference
This paper introduces LightRot, a lightweight rotation scheme and dedicated hardware accelerator for energy-efficient and accurate low-bit large language model inference.
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Papers
cs.ARcs.LGEmpiricalRecentJul 30, 2026
LightRot: A Light-Weighted Rotation Scheme and Architecture for Accurate Low-Bit Large Language Model Inference
Sangjin Kim, Yuseon Choi, Jungjun Oh, Byeongcheol Kim +1 more
This paper introduces LightRot, a lightweight rotation scheme and dedicated hardware accelerator for energy-efficient and accurate low-bit large language model inference.
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