The SeisBench software is published https://doi.org/10.5281/zenodo.5568812.
As reference publication, please use:
Woollam, J., Münchmeyer, J., Tilmann, F., Rietbrock, A., Lange, D., Bornstein, T., ... & Soto, H. (2022). SeisBench—A toolbox for machine learning in seismology. Seismological Research Letters, 93(3), 1695-1709. https://doi.org/10.1785/0220210324

Individual citations for datasets are available within the SeisBench software and on https://github.com/seisbench/seisbench .
Individual citations for the model weights are available from the associated weights docstrings in the json files.