This paper presents the system architecture and technical details adopted by Institute of Scientific and Technical Information of China (ISTIC) during the evaluation at the 20th China Conference on Machine Translation (CCMT 2024). ISTIC participated in two evaluation tasks of machine translation: the English-Chinese News Domain Task and the Multi-Domain Machine Translation Task. The paper mainly discusses a translation method that combines the Transformer architecture with polishing by Qwen, data preprocessing methods.