wyt2000/InverseCoder-DS-6.7B-Evol-Instruct-90K

InverseCoder系列数据集是通过Inverse-Instruct方法生成的，用于指令调优代码大语言模型（LLMs）。这些数据集包括6.7B、7B和13B模型对应的数据集，分别用于训练和调优不同规模的模型。

The InverseCoder series datasets are generated through the Inverse-Instruct method for instruction-tuning code large language models (LLMs). These datasets include those corresponding to 6.7B, 7B, and 13B models, used for training and tuning models of different scales.

原始信息汇总

InverseCoder-DS-6.7B-Evol-Instruct-90K 数据集概述

基本信息

• 许可证: Apache-2.0
• 任务类别: 文本生成
• 标签: 代码

数据集详情

• 数据集名称: InverseCoder-DS-6.7B-Evol-Instruct-90K
• 相关模型:
  • Base Model: deepseek-ai/deepseek-coder-6.7b-base
  • InverseCoder Model: wyt2000/InverseCoder-DS-6.7B
• 数据集链接: wyt2000/InverseCoder-DS-6.7B-Evol-Instruct-90K

相关论文

• 论文标题: InverseCoder: Unleashing the Power of Instruction-Tuned Code LLMs with Inverse-Instruct
• 作者: Yutong Wu, Di Huang, Wenxuan Shi, Wei Wang, Lingzhe Gao, Shihao Liu, Ziyuan Nan, Kaizhao Yuan, Rui Zhang, Xishan Zhang, Zidong Du, Qi Guo, Yewen Pu, Dawei Yin, Xing Hu, Yunji Chen
• 年份: 2024
• Arxiv链接: https://arxiv.org/abs/2407.05700