L-MTP: Leap Multi-Token Prediction Beyond Adjacent Context for Large Language Models

23 May 2025

Papers citing "L-MTP: Leap Multi-Token Prediction Beyond Adjacent Context for Large Language Models"

28 / 28 papers shown

Title
DeepSeek-Prover-V2: Advancing Formal Mathematical Reasoning via Reinforcement Learning for Subgoal Decomposition Zhaochun Ren Zhihong Shao Junxiao Song Huajian Xin Haoyu Wang ... Hongxuan Tang Yuxuan Liu Wenjun Gao Daya Guo Chong Ruan AIMat ReLM LRM 100 29 0 30 Apr 2025
VocalNet: Speech LLM with Multi-Token Prediction for Faster and High-Quality Generation Yuhao Wang Heyang Liu Ziyang Cheng Ronghua Wu Qunshan Gu Yanfeng Wang Yu Wang 421 3 0 05 Apr 2025
Gemma 3 Technical Report Gemma Team Aishwarya B Kamath Johan Ferret Shreya Pathak Nino Vieillard ... Harshal Tushar Lehri Hussein Hazimeh Ian Ballantyne Idan Szpektor Ivan Nardini VLM 185 133 0 25 Mar 2025
Baichuan-M1: Pushing the Medical Capability of Large Language Models Binghai Wang Haizhou Zhao Huozhi Zhou Liang Song Mingyu Xu ... Yan Zhang Yifei Duan Yuyan Zhou Zhi-Ming Ma Zhikai Wu LM&MA ELM AI4MH 101 9 0 18 Feb 2025
On multi-token prediction for efficient LLM inference Somesh Mehra Javier Alonso García Lukas Mauch LRM 79 1 0 13 Feb 2025
DeepSeek-R1: Incentivizing Reasoning Capability in LLMs via Reinforcement Learning DeepSeek-AI Daya Guo Dejian Yang Haowei Zhang Junxiao Song ... Shiyu Wang S. Yu Shunfeng Zhou Shuting Pan S.S. Li ReLM VLM OffRL AI4TS LRM 373 1,967 0 22 Jan 2025
Kimi k1.5: Scaling Reinforcement Learning with LLMs Kimi Team Angang Du Bofei Gao Bowei Xing Changjiu Jiang ... Zihao Huang Ziyao Xu Zhiyong Yang Zonghan Yang Zongyu Lin OffRL ALM AI4TS VLM LRM 250 312 0 22 Jan 2025
Better & Faster Large Language Models via Multi-token Prediction Fabian Gloeckle Badr Youbi Idrissi Baptiste Rozière David Lopez-Paz Gabriele Synnaeve 99 117 0 30 Apr 2024
Rho-1: Not All Tokens Are What You Need Zheng-Wen Lin Zhibin Gou Yeyun Gong Xiao Liu Yelong Shen ... Chen Lin Yujiu Yang Jian Jiao Nan Duan Weizhu Chen CLL 99 75 0 11 Apr 2024
ExeGPT: Constraint-Aware Resource Scheduling for LLM Inference Hyungjun Oh Kihong Kim Jaemin Kim Sungkyun Kim Junyeol Lee Du-Seong Chang Jiwon Seo 69 35 0 15 Mar 2024
Self-Distillation Bridges Distribution Gap in Language Model Fine-Tuning Zhaorui Yang Tianyu Pang Hao Feng Han Wang Wei Chen Minfeng Zhu Qian Liu ALM 84 48 0 21 Feb 2024
EAGLE: Speculative Sampling Requires Rethinking Feature Uncertainty Yuhui Li Fangyun Wei Chao Zhang Hongyang R. Zhang 117 165 0 26 Jan 2024
Accelerating Retrieval-Augmented Language Model Serving with Speculation Zhihao Zhang Alan Zhu Lijie Yang Yihua Xu Lanting Li P. Phothilimthana Zhihao Jia RALM KELM 87 18 0 25 Jan 2024
Medusa: Simple LLM Inference Acceleration Framework with Multiple Decoding Heads Tianle Cai Yuhong Li Zhengyang Geng Hongwu Peng Jason D. Lee De-huai Chen Tri Dao 131 299 0 19 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 122 123 0 15 Jan 2024
Large Language Models in Plant Biology H. Lam Xing Er Ong Marek Mutwil 34 21 0 05 Jan 2024
WizardCoder: Empowering Code Large Language Models with Evol-Instruct Ziyang Luo Can Xu Pu Zhao Qingfeng Sun Xiubo Geng Wenxiang Hu Chongyang Tao Jing Ma Qingwei Lin Daxin Jiang ELM SyDa ALM 95 687 0 14 Jun 2023
Let's Verify Step by Step Hunter Lightman V. Kosaraju Yura Burda Harrison Edwards Bowen Baker Teddy Lee Jan Leike John Schulman Ilya Sutskever K. Cobbe ALM OffRL LRM 193 1,228 0 31 May 2023
Fast Inference from Transformers via Speculative Decoding Yaniv Leviathan Matan Kalman Yossi Matias LRM 147 724 0 30 Nov 2022
GLM-130B: An Open Bilingual Pre-trained Model Aohan Zeng Xiao Liu Zhengxiao Du Zihan Wang Hanyu Lai ... Jidong Zhai Wenguang Chen Peng Zhang Yuxiao Dong Jie Tang BDL LRM 355 1,094 0 05 Oct 2022
DeepSpeed-MoE: Advancing Mixture-of-Experts Inference and Training to Power Next-Generation AI Scale Samyam Rajbhandari Conglong Li Z. Yao Minjia Zhang Reza Yazdani Aminabadi A. A. Awan Jeff Rasley Yuxiong He 110 302 0 14 Jan 2022
Training Verifiers to Solve Math Word Problems K. Cobbe V. Kosaraju Mohammad Bavarian Mark Chen Heewoo Jun ... Jerry Tworek Jacob Hilton Reiichiro Nakano Christopher Hesse John Schulman ReLM OffRL LRM 314 4,533 0 27 Oct 2021
Program Synthesis with Large Language Models Jacob Austin Augustus Odena Maxwell Nye Maarten Bosma Henryk Michalewski ... Ellen Jiang Carrie J. Cai Michael Terry Quoc V. Le Charles Sutton ELM AIMat ReCod ALM 200 1,986 0 16 Aug 2021
Evaluating Large Language Models Trained on Code Mark Chen Jerry Tworek Heewoo Jun Qiming Yuan Henrique Pondé ... Bob McGrew Dario Amodei Sam McCandlish Ilya Sutskever Wojciech Zaremba ELM ALM 233 5,635 0 07 Jul 2021
Transformers are RNNs: Fast Autoregressive Transformers with Linear Attention Angelos Katharopoulos Apoorv Vyas Nikolaos Pappas Franccois Fleuret 201 1,771 0 29 Jun 2020
Scaling Laws for Neural Language Models Jared Kaplan Sam McCandlish T. Henighan Tom B. Brown B. Chess R. Child Scott Gray Alec Radford Jeff Wu Dario Amodei 608 4,893 0 23 Jan 2020
ProphetNet: Predicting Future N-gram for Sequence-to-Sequence Pre-training Weizhen Qi Yu Yan Yeyun Gong Dayiheng Liu Nan Duan Jiusheng Chen Ruofei Zhang Ming Zhou AI4TS 93 450 0 13 Jan 2020
Generating Long Sequences with Sparse Transformers R. Child Scott Gray Alec Radford Ilya Sutskever 129 1,908 0 23 Apr 2019