I'm trying to reproduce the SUR-Adapter Dataset, can anyone help me?

[Njasa2k]

I'm trying to reproduce the dataset for Semantic Understanding and Reasoning adapter from SUR-Adapter. Can anyone help me reproduce this dataset?

Dataset Declaration
You can prepare the dataset in the format of sur_data_small. For examples, you can get data from Civitai through api. If you have some problems, you can try to find answers from guide.

❣ Warning ❣: The dataset SURD proposed in our work is collected from Lexica (license), Civitai (license), and Stable Diffusion Online (license). The licenses point out that if the dataset is used for commercial purposes, there may be certain legal risks. In order to avoid potential copyright disputes and unnecessary trouble, we have decided not to publicly release SURD and our ckpt. If you have a need for the data, please collect and clean it yourself. If it is to be used for commercial purposes, please contact the relevant website or author for authorization.

I really don't understand code much and I would find it helpful if someone could help create this dataset.