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Sponsored AI Networking Cookbook: Practical recipes for AI-assisted network automation and development AI Networking Cookbook: Practical recipes for AI-assisted network automation and development

Author

Junseok Kang

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Book Open access Jul 2026

Three Birds, One Stone: Fast, Accurate-aware and Cost-Efficient Accelerator for Ternary LLM

T-ACE is presented, a Ternary Accuracy-aware Compute Engine that enables efficient ternary LLM inference under PTQ by jointly designing the data representation and execution pipeline and integrates on-the-fly decoding and scaling directly into the ternary GEMM pipeline.

Wonseok Jung, Junseok Kang, Sangwon Shin et al. · 0 citations

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