Skywork-Math: Data Scaling Laws for Mathematical Reasoning in Large Language Models -- The Story Goes On
Research paper by Liang Zeng and collaborators. Published 2024-07-11. Topics: large language models, data scaling law, Skywork-Math model series, supervised fine-tuned, Skywork-MathQA dataset.
Resource information
- Authors
- Liang Zeng, Liangjun Zhong, Liang Zhao, Tianwen Wei, Liu Yang, Jujie He, Cheng Cheng, Rui Hu, Yang Liu, Shuicheng Yan, Han Fang, Yahui Zhou
- Research topics
- large language models, data scaling law, Skywork-Math model series, supervised fine-tuned, Skywork-MathQA dataset, MATH benchmark, GSM8K benchmark, GPT-4, two-stage data synthesis, model SFT pipelines, data augmentation, seed problem set
- Publication date
- 2024-07-11
- Publication
- arXiv
- Last record update
- Nov 3, 2026