Chengying Huan
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126
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2026
GPU Acceleration of TFHE-Based High-Precision Nonlinear Layers for Encrypted LLM Inference
The paper introduces TIGER, a GPU-accelerated framework that significantly speeds up high-precision evaluation of nonlinear layers for encrypted LLM inference using TFHE.
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cs.CRcs.ARRecentApr 6, 2026
GPU Acceleration of TFHE-Based High-Precision Nonlinear Layers for Encrypted LLM Inference
Guoci Chen, Xiurui Pan, Qiao Li, Bo Mao +4 more
The paper introduces TIGER, a GPU-accelerated framework that significantly speeds up high-precision evaluation of nonlinear layers for encrypted LLM inference using TFHE.
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