Computation and Language · Computer Science
Chinese Tiny LLM: Pretraining a Chinese-Centric Large Language Model
Xinrun Du, Zhouliang Yu, Songyang Gao, Ding Pan +10
2024-09-16
Computation and Language · Computer Science
Command R7B Arabic: A Small, Enterprise Focused, Multilingual, and Culturally Aware Arabic LLM
Yazeed Alnumay, Alexandre Barbet, Anna Bialas, William Darling +8
2025-03-20
Computation and Language · Computer Science
BianCang: A Traditional Chinese Medicine Large Language Model
Sibo Wei, Xueping Peng, Yi-Fei Wang, Tao Shen +7
2025-10-01
Computation and Language · Computer Science
WenyanGPT: A Large Language Model for Classical Chinese Tasks
Xinyu Yao, Mengdi Wang, Bo Chen, Xiaobing Zhao
2025-04-30
Performance · Computer Science
Dissecting the Runtime Performance of the Training, Fine-tuning, and Inference of Large Language Models
Longteng Zhang, Xiang Liu, Zeyu Li, Xinglin Pan +7
2023-12-04
Machine Learning · Computer Science
Confucius3-Math: A Lightweight High-Performance Reasoning LLM for Chinese K-12 Mathematics Learning
Lixin Wu, Na Cai, Qiao Cheng, Jiachen Wang +1
2025-06-26
Computation and Language · Computer Science
Qibo: A Large Language Model for Traditional Chinese Medicine
Heyi Zhang, Xin Wang, Zhaopeng Meng, Zhe Chen +4
2024-06-25
Computation and Language · Computer Science
Panda LLM: Training Data and Evaluation for Open-Sourced Chinese Instruction-Following Large Language Models
Fangkai Jiao, Bosheng Ding, Tianze Luo, Zhanfeng Mo
2023-05-05
Computation and Language · Computer Science
Efficient Training of Robust Traditional Chinese LLaMA-1B on a Single Consumer GPU: Continual Pre-training, SFT, and DPO
Yu-Cheng Chih, Ming-Tao Duan, Yong-Hao Hou
2025-10-03
Computation and Language · Computer Science
A Practice of Post-Training on Llama-3 70B with Optimal Selection of Additional Language Mixture Ratio
Ningyuan Xi, Yetao Wu, Kun Fan, Teng Chen +2
2026-04-30
Computation and Language · Computer Science
FuxiTranyu: A Multilingual Large Language Model Trained with Balanced Data
Haoran Sun, Renren Jin, Shaoyang Xu, Leiyu Pan +9
2024-10-29
Computation and Language · Computer Science
Methodology of Adapting Large English Language Models for Specific Cultural Contexts
Wenjing Zhang, Siqi Xiao, Xuejiao Lei, Ning Wang +6
2024-06-28
Computation and Language · Computer Science
Arabic Stable LM: Adapting Stable LM 2 1.6B to Arabic
Zaid Alyafeai, Michael Pieler, Hannah Teufel, Jonathan Tow +7
2024-12-06
Computation and Language · Computer Science
GEB-1.3B: Open Lightweight Large Language Model
Jie Wu, Yufeng Zhu, Lei Shen, Xuqing Lu
2024-06-17
Computation and Language · Computer Science
Are LLMs Effective Backbones for Fine-tuning? An Experimental Investigation of Supervised LLMs on Chinese Short Text Matching
Shulin Liu, Chengcheng Xu, Hao Liu, Tinghao Yu +1
2024-04-01
Machine Learning · Computer Science
Evaluating Robustness of Large Language Models in Enterprise Applications: Benchmarks for Perturbation Consistency Across Formats and Languages
Tara Bogavelli, Oluwanifemi Bamgbose, Gabrielle Gauthier Melançon, Fanny Riols +1
2026-01-13
Machine Learning · Computer Science
Hierarchical Balance Packing: Towards Efficient Supervised Fine-tuning for Long-Context LLM
Yongqiang Yao, Jingru Tan, Kaihuan Liang, Feizhao Zhang +6
2025-10-14
Computation and Language · Computer Science
BaichuanSEED: Sharing the Potential of ExtensivE Data Collection and Deduplication by Introducing a Competitive Large Language Model Baseline
Guosheng Dong, Da Pan, Yiding Sun, Shusen Zhang +16
2024-08-28
Computation and Language · Computer Science
LLM Encoder vs. Decoder: Robust Detection of Chinese AI-Generated Text with LoRA
Houji Jin, Negin Ashrafi, Armin Abdollahi, Wei Liu +4
2025-09-03
Computation and Language · Computer Science
A Comparative Study between Full-Parameter and LoRA-based Fine-Tuning on Chinese Instruction Data for Instruction Following Large Language Model
Xianghui Sun, Yunjie Ji, Baochang Ma, Xiangang Li
2023-04-19