Figure 4
From: CPMI-ChatGLM: parameter-efficient fine-tuning ChatGLM with Chinese patent medicine instructions

The pipeline for training CPMI-ChatGLM. The collected corpus of CPMI was subjected to preliminary data cleaning, followed by machine screening and TCM expert review to form the training dataset. Then the ChatGLM was used to expand the dataset, and the foundation model was parameter-efficient fine-tuned to construct CPMI-ChatGLM, an LLM specifically designed for traditional Chinese medicine instructions.