Help on MultiVI for data modality

In the published manuscript published in Nature Methods, it was demonstrated that MultiVI can be used on multi-omics data that include protein abundance measurements (e.g. CITE-seq). However, the tutorial on scvi-tools only shows its use on scRNA-seq and scATAC-seq data. My question is, if I want to use Multi-VI with protein dat, how should I proceed?