Accelerating Transformer Inference for Translation via Parallel Decoding

17 May 2023

Valentino Maiorca

Papers citing "Accelerating Transformer Inference for Translation via Parallel Decoding"

26 / 26 papers shown

Title
S $^4$ C: Speculative Sampling with Syntactic and Semantic Coherence for Efficient Inference of Large Language Models Tao He Guang Huang Yu Yang Tianshi Xu Sicheng Zhao Guiguang Ding Pengyang Wang Feng Tian LRM 28 0 0 17 Jun 2025
CEED-VLA: Consistency Vision-Language-Action Model with Early-Exit Decoding Wenxuan Song Jiayi Chen Pengxiang Ding Yuxin Huang Han Zhao Donglin Wang Haoang Li 18 0 0 16 Jun 2025
Think Before You Accept: Semantic Reflective Verification for Faster Speculative Decoding Yixuan Wang Yijun Liu Shiyu Ji Yuzhuang Xu Yang Xu Qingfu Zhu Wanxiang Che OffRL LRM 54 0 0 24 May 2025
Accelerate TarFlow Sampling with GS-Jacobi Iteration Ben Liu Zhen Qin 87 0 0 19 May 2025
FastVAR: Linear Visual Autoregressive Modeling via Cached Token Pruning Hang Guo Yawei Li Taolin Zhang Jiadong Wang Tao Dai Shu-Tao Xia Luca Benini 162 5 0 30 Mar 2025
Accelerate Parallelizable Reasoning via Parallel Decoding within One Sequence Yijiong Yu LRM AIMat 177 1 0 26 Mar 2025
Collaborative Speculative Inference for Efficient LLM Inference Serving Luyao Gao Jianchun Liu Hongli Xu Xichong Zhang Yunming Liao Liusheng Huang 110 1 0 13 Mar 2025
Block Diffusion: Interpolating Between Autoregressive and Diffusion Language Models Marianne Arriola Aaron Gokaslan Justin T Chiu Zhihan Yang Zhixuan Qi Jiaqi Han Subham Sekhar Sahoo Volodymyr Kuleshov DiffM 277 25 0 12 Mar 2025
DiffPO: Diffusion-styled Preference Optimization for Efficient Inference-Time Alignment of Large Language Models Ruizhe Chen Wenhao Chai Zhifei Yang Xiaotian Zhang Qiufeng Wang Tony Q.S. Quek Soujanya Poria Zuozhu Liu 133 1 0 06 Mar 2025
Fuzzy Speculative Decoding for a Tunable Accuracy-Runtime Tradeoff Maximilian Holsman Yukun Huang Bhuwan Dhingra 128 0 0 28 Feb 2025
Learning to Keep a Promise: Scaling Language Model Decoding Parallelism with Learned Asynchronous Decoding Tian Jin Ellie Y. Cheng Zack Ankner Nikunj Saunshi Blake M. Elias Amir Yazdanbakhsh Jonathan Ragan-Kelley Suvinay Subramanian Michael Carbin 141 5 0 24 Feb 2025
KVLink: Accelerating Large Language Models via Efficient KV Cache Reuse Jingbo Yang Bairu Hou Wei Wei Yujia Bao Shiyu Chang VLM 188 3 0 21 Feb 2025
Judge Decoding: Faster Speculative Sampling Requires Going Beyond Model Alignment Gregor Bachmann Sotiris Anagnostidis Albert Pumarola Markos Georgopoulos A. Sanakoyeu Yuming Du Edgar Schönfeld Ali K. Thabet Jonas Kohler ALM BDL 162 16 0 31 Jan 2025
From Cool Demos to Production-Ready FMware: Core Challenges and a Technology Roadmap Gopi Krishnan Rajbahadur G. Oliva Dayi Lin Ahmed E. Hassan 120 1 0 28 Jan 2025
Towards Scalable and Stable Parallelization of Nonlinear RNNs Xavier Gonzalez Andrew Warrington Jimmy T.H. Smith Scott W. Linderman 288 11 0 17 Jan 2025
Faster Language Models with Better Multi-Token Prediction Using Tensor Decomposition Artem Basharin Andrei Chertkov Ivan Oseledets 149 1 0 23 Oct 2024
SWIFT: On-the-Fly Self-Speculative Decoding for LLM Inference Acceleration Heming Xia Yongqi Li Jun Zhang Cunxiao Du Wenjie Li LRM 140 13 0 09 Oct 2024
Closed-Loop Long-Horizon Robotic Planning via Equilibrium Sequence Modeling Jinghan Li Zhicheng Sun Fei Li 243 2 0 02 Oct 2024
Accelerating Auto-regressive Text-to-Image Generation with Training-free Speculative Jacobi Decoding Yao Teng Han Shi Xian Liu Xuefei Ning Guohao Dai Yu Wang Zhenguo Li Xihui Liu 124 16 0 02 Oct 2024
Efficiency Unleashed: Inference Acceleration for LLM-based Recommender Systems with Speculative Decoding Yunjia Xi Hangyu Wang Bo Chen Jianghao Lin Menghui Zhu Wen Liu Ruiming Tang Zhewei Wei Weinan Zhang Yong Yu OffRL 160 4 0 11 Aug 2024
Inference Optimization of Foundation Models on AI Accelerators Youngsuk Park Kailash Budhathoki Liangfu Chen Jonas M. Kübler Jiaji Huang Matthäus Kleindessner Jun Huan Volkan Cevher Yida Wang George Karypis 122 5 0 12 Jul 2024
S3D: A Simple and Cost-Effective Self-Speculative Decoding Scheme for Low-Memory GPUs Wei Zhong Manasa Bharadwaj 115 7 0 30 May 2024
A Comprehensive Survey of Accelerated Generation Techniques in Large Language Models Mahsa Khoshnoodi Vinija Jain Mingye Gao Malavika Srikanth Aman Chadha OffRL 125 5 0 15 May 2024
Decoding Speculative Decoding Minghao Yan Saurabh Agarwal Shivaram Venkataraman LRM 92 10 0 02 Feb 2024
EAGLE: Speculative Sampling Requires Rethinking Feature Uncertainty Yuhui Li Fangyun Wei Chao Zhang Hongyang R. Zhang 152 165 0 26 Jan 2024
Unlocking Efficiency in Large Language Model Inference: A Comprehensive Survey of Speculative Decoding Heming Xia Zhe Yang Qingxiu Dong Peiyi Wang Chak Tou Leong Tao Ge Tianyu Liu Wenjie Li Zhifang Sui LRM 160 130 0 15 Jan 2024