OctoPack: Instruction Tuning Code Large Language Models
Research paper by Niklas Muennighoff and collaborators. Published 2023-08-14. Topics: instruction tuning, code, Git commits, CommitPack, 16B parameter StarCoder.
Resource information
- Authors
- Niklas Muennighoff, Qian Liu, Armel Zebaze, Qinkai Zheng, Binyuan Hui, Terry Yue Zhuo, Swayam Singh, Xiangru Tang, Leandro von Werra, Shayne Longpre
- Research topics
- instruction tuning, code, Git commits, CommitPack, 16B parameter StarCoder, HumanEval benchmark, HumanEvalPack, Code Repair, Code Explanation, Code Synthesis, OctoCoder, OctoGeeX
- Publication date
- 2023-08-14
- Publication
- arXiv
- Last record update
- Nov 3, 2026