Llama3-8B-Chinese-Chat is a chat model optimized for Chinese. It is based on the Meta-Llama-3-8B-Instruct model and fine-tuned through ORPO. This model significantly reduces the instances of English responses to Chinese questions and mixed Chinese-English responses in the answers, while also minimizing the use of emojis in the answers, making them more formal.