CLLMs: Consistency Large Language Models

28 February 2024

Papers citing "CLLMs: Consistency Large Language Models"

27 / 27 papers shown

Title
Scaling Laws for Speculative Decoding Siyuan Yan Mo Zhu Guo-qing Jiang Jianfei Wang Jiaxing Chen ... Xiang Liao Xiao Cui Chen Zhang Zhuoran Song Ran Zhu LRM 48 0 0 08 May 2025
Accelerating Large Language Model Reasoning via Speculative Search Zhihai Wang Jie Wang Jilai Pan Xilin Xia Huiling Zhen M. Yuan Jianye Hao Feng Wu ReLM LRM 75 1 0 03 May 2025
VTS-LLM: Domain-Adaptive LLM Agent for Enhancing Awareness in Vessel Traffic Services through Natural Language Sijin Sun Liangbin Zhao Ming Deng Xiuju Fu 28 0 0 02 May 2025
PCM : Picard Consistency Model for Fast Parallel Sampling of Diffusion Models Junhyuk So Jiwoong Shin Chaeyeon Jang Eunhyeok Park DiffM 53 0 0 25 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 80 6 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 52 0 0 06 Mar 2025
Accelerating Vision-Language-Action Model Integrated with Action Chunking via Parallel Decoding Wenxuan Song Jiayi Chen Pengxiang Ding Han Zhao Wei Zhao Zhide Zhong Zongyuan Ge Jun Ma Haoang Li 57 3 0 04 Mar 2025
Speculative Decoding and Beyond: An In-Depth Survey of Techniques Y. Hu Zining Liu Zhenyuan Dong Tianfan Peng Bradley McDanel Shanghang Zhang 93 0 0 27 Feb 2025
From Hours to Minutes: Lossless Acceleration of Ultra Long Sequence Generation up to 100K Tokens Tong Wu Junzhe Shen Zixia Jia Yunhong Wang Zilong Zheng 85 0 0 26 Feb 2025
GRIFFIN: Effective Token Alignment for Faster Speculative Decoding Shijing Hu Jingyang Li Xingyu Xie Zhihui Lu Kim-Chuan Toh Pan Zhou 48 0 0 16 Feb 2025
Parallelized Autoregressive Visual Generation Yunhong Wang Shuhuai Ren Zhijie Lin Yujin Han Haoyuan Guo Zhenheng Yang Difan Zou Jiashi Feng Xihui Liu VGen 95 12 0 19 Dec 2024
SAM Decoding: Speculative Decoding via Suffix Automaton Yuxuan Hu Ke Wang Jing Zhang Fanjin Zhang C. Li Hongyu Chen Jing Zhang 55 2 0 16 Nov 2024
Scaling up Masked Diffusion Models on Text Shen Nie Fengqi Zhu Chao Du Tianyu Pang Qian Liu Guangtao Zeng Min Lin Chongxuan Li AI4CE 63 14 0 24 Oct 2024
Scaling Diffusion Language Models via Adaptation from Autoregressive Models Shansan Gong Shivam Agarwal Yizhe Zhang Jiacheng Ye Lin Zheng ... Peilin Zhao W. Bi Jiawei Han Hao Peng Lingpeng Kong AI4CE 78 16 0 23 Oct 2024
Remote Timing Attacks on Efficient Language Model Inference Nicholas Carlini Milad Nasr 35 2 0 22 Oct 2024
COrAL: Order-Agnostic Language Modeling for Efficient Iterative Refinement Yuxi Xie Anirudh Goyal Xiaobao Wu Xunjian Yin Xiao Xu Min-Yen Kan Liangming Pan William Yang Wang LRM 161 1 0 12 Oct 2024
SWIFT: On-the-Fly Self-Speculative Decoding for LLM Inference Acceleration Heming Xia Yongqi Li Jun Zhang Cunxiao Du Wenjie Li LRM 59 6 0 09 Oct 2024
Mixture of Attentions For Speculative Decoding Matthieu Zimmer Milan Gritta Gerasimos Lampouras Haitham Bou Ammar Jun Wang 76 4 0 04 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 58 10 0 02 Oct 2024
Closed-Loop Long-Horizon Robotic Planning via Equilibrium Sequence Modeling Jinghan Li Zhicheng Sun Fei Li 105 1 0 02 Oct 2024
From Natural Language to SQL: Review of LLM-based Text-to-SQL Systems Ali Mohammadjafari Anthony Maida Raju N. Gottumukkala AI4TS 43 5 0 01 Oct 2024
EAGLE-2: Faster Inference of Language Models with Dynamic Draft Trees Yuhui Li Fangyun Wei Chao Zhang Hongyang R. Zhang 93 57 0 24 Jun 2024
Next-Generation Database Interfaces: A Survey of LLM-based Text-to-SQL Zijin Hong Zheng Yuan Qinggang Zhang Hao Chen Junnan Dong Feiran Huang Xiao Huang 77 53 0 12 Jun 2024
SpecDec++: Boosting Speculative Decoding via Adaptive Candidate Lengths Kaixuan Huang Xudong Guo Mengdi Wang 47 20 0 30 May 2024
Break the Sequential Dependency of LLM Inference Using Lookahead Decoding Yichao Fu Peter Bailis Ion Stoica Hao Zhang 133 144 0 03 Feb 2024
SliceGPT: Compress Large Language Models by Deleting Rows and Columns Saleh Ashkboos Maximilian L. Croci Marcelo Gennari do Nascimento Torsten Hoefler James Hensman VLM 132 146 0 26 Jan 2024
DeepSeek LLM: Scaling Open-Source Language Models with Longtermism DeepSeek-AI Xiao Bi : Xiao Bi Deli Chen Guanting Chen ... Yao Zhao Shangyan Zhou Shunfeng Zhou Qihao Zhu Yuheng Zou LRM ALM 139 314 0 05 Jan 2024