DuoQ: A DSP Utilization-aware and Outlier-free Quantization for FPGA-based LLMs Acceleration.
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| Title: | DuoQ: A DSP Utilization-aware and Outlier-free Quantization for FPGA-based LLMs Acceleration. |
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| Authors: | Yu, Zhuoquan1, zqyu21@m.fudan.edu.cn, Ji, Huidong1, hdji21@m.fudan.edu.cn, Cao, Yue1, caoyue23@m.fudan.edu.cn, Wu, Junfu1, junfuwu23@m.fudan.edu.cn, Yan, Xiaoze1, xzyan23@m.fudan.edu.cn, Zheng, Lirong1, lrzheng@fudan.edu.cn, Zou, Zhuo1, zhuo@fudan.edu.cn |
| Source: | DAC: Annual ACM/IEEE Design Automation Conference; 2025, Issue 62, p1-7, 7p |
| Database: | Applied Science & Technology Source |
| ISSN: | 0738100X |
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| DOI: | 10.1109/DAC63849.2025.11132816 |
