SDFP: Speculative Decoding with FIT-Pruned Models for Training-Free and Plug-and-Play LLM Acceleration

Hanyu Wei, Zunhai Su, Peng Lu, Chao Li, Spandan Tiwari, Ashish Sirasao, Yuhan Dong. SDFP: Speculative Decoding with FIT-Pruned Models for Training-Free and Plug-and-Play LLM Acceleration. In De-Shuang Huang, Chuanlei Zhang, Wei Chen 0036, Yijie Pan, Prashan Premaratne, editors, Advanced Intelligent Computing Technology and Applications - 22nd International Conference on Intelligent Computing, ICIC 2026, Toronto, ON, Canada, July 22-26, 2026, Proceedings, Part XXII. Volume 16663 of Lecture Notes in Computer Science, pages 518-528, Springer, 2026. [doi]

Abstract

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