Automatic Instruction Evolving for Large Language Models

Automatic Instruction Evolving for Large Language Models

2 June 2024

ArXiv (abs)PDF HTML HuggingFace (2 upvotes)

Papers citing "Automatic Instruction Evolving for Large Language Models"

11 / 11 papers shown

Title
Auto-scaling Continuous Memory for GUI Agent Wenyi Wu Kun Zhou Ruoxin Yuan Vivian Yu S. Wang Zhiting Hu Biwei Huang 44 0 0 10 Oct 2025
Middo: Model-Informed Dynamic Data Optimization for Enhanced LLM Fine-Tuning via Closed-Loop Learning Zinan Tang Xin Gao Qizhi Pei Zhuoshi Pan Mengzhang Cai Jiang Wu Conghui He Lijun Wu SyDa 125 0 0 29 Aug 2025
DESIGNER: Design-Logic-Guided Multidisciplinary Data Synthesis for LLM Reasoning Weize Liu Yongchi Zhao Yijia Luo Mingyu Xu Jiaheng Liu ... Xiguo Hu Yuchi Xu Yuchi Xu Bo Zheng Bo Zheng LRM 84 0 0 18 Aug 2025
Motif 2.6B Technical Report Junghwan Lim S. W. Lee Dongseok Kim Eunhwan Park Hyunbyung Park ... Dongpin Oh Yeongjae Park Bokki Ryu Daewon Suh Dongjoo Weon LLMAG 84 0 0 02 Aug 2025
CoT-Self-Instruct: Building high-quality synthetic prompts for reasoning and non-reasoning tasks Ping Yu Jack Lanchantin Tianlu Wang Weizhe Yuan O. Yu. Golovneva I. Kulikov Sainbayar Sukhbaatar Jason Weston Jing Xu SyDa ReLM LRM 123 7 0 31 Jul 2025
FlowerTune: A Cross-Domain Benchmark for Federated Fine-Tuning of Large Language Models Yan Gao Massimo Roberto Scamarcia Javier Fernandez-Marques Mohammad Naseri Chong Shen Ng ... Junyan Wang Zheyuan Liu Daniel J. Beutel Lingjuan Lyu Nicholas D. Lane ALM 204 3 0 03 Jun 2025
Hunyuan-TurboS: Advancing Large Language Models through Mamba-Transformer Synergy and Adaptive Chain-of-Thought Tencent Hunyuan Team Ao Liu Botong Zhou Can Xu Chayse Zhou ... Bingxin Qu Bolin Ni Boyu Wu Chen Li Cheng-peng Jiang MoE LRM AI4CE 275 8 0 21 May 2025
TreeSynth: Synthesizing Diverse Data from Scratch via Tree-Guided Subspace Partitioning Sheng Wang Pengan Chen Jingqi Zhou Qintong Li Jingwei Dong Lei Li Boyang Xue Jiyue Jiang Dianbo Sui Chuan Wu SyDa 219 0 0 21 Mar 2025
The Best Instruction-Tuning Data are Those That Fit Dylan Zhang Qirun Dai Hao Peng ALM 352 17 0 06 Feb 2025
Innovative Thinking, Infinite Humor: Humor Research of Large Language Models through Structured Thought LeapsInternational Conference on Learning Representations (ICLR), 2024 Han Wang Yilin Zhao Dian Li Xiaohan Wang Gang Liu Xuguang Lan Jian Shu LRM 279 3 0 14 Oct 2024
WizardCoder: Empowering Code Large Language Models with Evol-InstructInternational Conference on Learning Representations (ICLR), 2023 Ziyang Luo Can Xu Lu Wang Qingfeng Sun Xiubo Geng Wenxiang Hu Chongyang Tao Jing Ma Qingwei Lin Daxin Jiang ELM SyDa ALM 476 809 0 14 Jun 2023