diff --git a/docs/yaml_docs/pipeline_refmap_yml.md b/docs/yaml_docs/pipeline_refmap_yml.md
index e15ce1d3..7ac364c6 100644
--- a/docs/yaml_docs/pipeline_refmap_yml.md
+++ b/docs/yaml_docs/pipeline_refmap_yml.md
@@ -69,13 +69,28 @@ Specify one or more reference models to be used as reference. Users can also spe
Leave blank for no model specification.
- totalvi: `String`, Default: path/to/totalvi
-Provide path to totalvi saved model.
+Provide path to totalvi saved model. Multiple paths can be provided as a list:
+```yaml
+totalvi:
+ - path_to_totalvi1
+ - path_to_totalvi2
+
+```
+ -
- impute_proteins `Boolean`, Default: False
- transform_batch `String`, Default:
Transform_batch is a batch-covariate specific to totalvi, allows the model to use the batch information in the query to mitigate
differences in protein sequencing depth.
-- scvi `String`, Default: path/to/scvi Mandatory, Provide a path to the scvi model.
+- scvi `String`, Default: path/to/scvi Mandatory, Provide a path to the scvi model. Multiple paths can be provided as a list:
+
+```yaml
+scvi:
+ - path_to_totalvi1
+ - path_to_totalvi2
+
+```
+
- scanvi `String`, Default:path/to/scanvi Mandatory, Provide a path to the scvi model.
- run_randomforest `Boolean`, Default:False
Set to true if the reference model has a trained random forest classifier to transfer the labels.