MAmmoTH2: Scaling Instructions from the Web

6 May 2024

Ge Zhang

Papers citing "MAmmoTH2: Scaling Instructions from the Web"

21 / 21 papers shown

Title
Nemotron-CrossThink: Scaling Self-Learning beyond Math Reasoning Syeda Nahida Akter Shrimai Prabhumoye Matvei Novikov Seungju Han Ying Lin ... Eric Nyberg Yejin Choi M. Patwary M. Shoeybi Bryan Catanzaro ReLM OffRL LRM 44 0 1 15 Apr 2025
VisualWebInstruct: Scaling up Multimodal Instruction Data through Web Search Yiming Jia J. Li Xiang Yue Bo Li Ping Nie Kai Zou Wenhu Chen LRM 72 2 0 13 Mar 2025
LED-Merging: Mitigating Safety-Utility Conflicts in Model Merging with Location-Election-Disjoint Qianli Ma Dongrui Liu Qian Chen Linfeng Zhang Jing Shao MoMe 47 0 0 24 Feb 2025
Programming Every Example: Lifting Pre-training Data Quality Like Experts at Scale Fan Zhou Zengzhi Wang Qian Liu Junlong Li Pengfei Liu ALM 83 14 0 17 Feb 2025
MATH-Perturb: Benchmarking LLMs' Math Reasoning Abilities against Hard Perturbations Kaixuan Huang Jiacheng Guo Zihao Li X. Ji Jiawei Ge ... Yangsibo Huang Chi Jin Xinyun Chen Chiyuan Zhang Mengdi Wang AAML LRM 69 7 0 10 Feb 2025
Steel-LLM:From Scratch to Open Source -- A Personal Journey in Building a Chinese-Centric LLM Qingshui Gu Shu Li Tianyu Zheng Zhaoxiang Zhang 108 0 0 10 Feb 2025
OpenCodeInterpreter: Integrating Code Generation with Execution and Refinement Tianyu Zheng Ge Zhang Tianhao Shen Xueling Liu Bill Yuchen Lin Jie Fu Wenhu Chen Xiang Yue SyDa 67 102 0 08 Jan 2025
On Domain-Specific Post-Training for Multimodal Large Language Models Daixuan Cheng Shaohan Huang Ziyu Zhu Xintong Zhang Wayne Xin Zhao Zhongzhi Luan Bo Dai Zhenliang Zhang VLM 82 2 0 29 Nov 2024
OpenCoder: The Open Cookbook for Top-Tier Code Large Language Models Siming Huang Tianhao Cheng J.K. Liu Jiaran Hao L. Song ... Ge Zhang Zili Wang Yuan Qi Yinghui Xu Wei Chu ALM 59 16 0 07 Nov 2024
MdEval: Massively Multilingual Code Debugging Shukai Liu Linzheng Chai Jian Yang Jiajun Shi He Zhu ... Yu Hao Liqun Yang Guanglin Niu Ge Zhang Z. Li LRM ELM 56 6 0 04 Nov 2024
MDCure: A Scalable Pipeline for Multi-Document Instruction-Following Gabrielle Kaili-May Liu Bowen Shi Avi Caciularu Idan Szpektor Arman Cohan 58 3 0 30 Oct 2024
Montessori-Instruct: Generate Influential Training Data Tailored for Student Learning Xiaochuan Li Zichun Yu Chenyan Xiong SyDa 21 1 0 18 Oct 2024
Extracting and Transferring Abilities For Building Multi-lingual Ability-enhanced Large Language Models Zhipeng Chen Liang Song K. Zhou Wayne Xin Zhao B. Wang Weipeng Chen Ji-Rong Wen 57 0 0 10 Oct 2024
Improving LLM Reasoning through Scaling Inference Computation with Collaborative Verification Zhenwen Liang Ye Liu Tong Niu Xiangliang Zhang Yingbo Zhou Semih Yavuz LRM 19 17 0 05 Oct 2024
Federated Instruction Tuning of LLMs with Domain Coverage Augmentation Zezhou Wang Yaxin Du Zhuzhong Qian Yugang Jiang Zhuzhong Qian Siheng Chen FedML 30 0 0 30 Sep 2024
Meteor: Mamba-based Traversal of Rationale for Large Language and Vision Models Byung-Kwan Lee Chae Won Kim Beomchan Park Yonghyun Ro MLLM LRM 22 17 0 24 May 2024
Is Your Code Generated by ChatGPT Really Correct? Rigorous Evaluation of Large Language Models for Code Generation Jiawei Liu Chun Xia Yuyao Wang Lingming Zhang ELM ALM 163 388 0 02 May 2023
Instruction Tuning with GPT-4 Baolin Peng Chunyuan Li Pengcheng He Michel Galley Jianfeng Gao SyDa ALM LM&MA 154 576 0 06 Apr 2023
Training language models to follow instructions with human feedback Long Ouyang Jeff Wu Xu Jiang Diogo Almeida Carroll L. Wainwright ... Amanda Askell Peter Welinder Paul Christiano Jan Leike Ryan J. Lowe OSLM ALM 301 11,730 0 04 Mar 2022
Chain-of-Thought Prompting Elicits Reasoning in Large Language Models Jason W. Wei Xuezhi Wang Dale Schuurmans Maarten Bosma Brian Ichter F. Xia Ed H. Chi Quoc Le Denny Zhou LM&Ro LRM AI4CE ReLM 315 8,261 0 28 Jan 2022
Multitask Prompted Training Enables Zero-Shot Task Generalization Victor Sanh Albert Webson Colin Raffel Stephen H. Bach Lintang Sutawika ... T. Bers Stella Biderman Leo Gao Thomas Wolf Alexander M. Rush LRM 203 1,651 0 15 Oct 2021