MatChat

MatChat, a ground breaking large language model explicitly designed for materials science, is pre-training model based on the LLaMA2-7B. This model primarily focuses on synthesizing knowledge related to the in organic materials synthesis process. It can engage in logical reasoning based on the queried materials formula and provides answers in the format of the training set, including formulas, temperature, time, environment conditions, and other relevant information. To facilitate the usage of MatChat, we have further developed a dialogue platform for users based on this model.This platform is currently accessible online at http://chat.aicnic.cn/onchat and is open to researchers in the materials field.This data set not only contains the pre-training model, but also includes the platform codes.

搜集汇总

背景与挑战

背景概述

MatChat是一个基于LLaMA2-7B的大语言模型数据集，专门用于材料科学领域，主要针对无机材料合成过程进行知识推理和问答，能输出公式、温度、时间等结构化信息。该数据集还包含在线对话平台代码，便于研究人员直接使用。