diff --git a/docs/yaml_docs/pipeline_refmap_yml.md b/docs/yaml_docs/pipeline_refmap_yml.md
index 7d8cd813..4fa4f3d7 100644
--- a/docs/yaml_docs/pipeline_refmap_yml.md
+++ b/docs/yaml_docs/pipeline_refmap_yml.md
@@ -30,22 +30,22 @@ You can download the different refmap `pipeline.yml` files here:
Computing resources to use, specifically the number of threads used for parallel jobs.
Specified by the following three parameters:
- threads_high `Integer`, Default: 1
- Number of threads used for high intensity computing tasks.
- For each thread, there must be enough memory to load all your input files at once and create the MuData object.
+Number of threads used for high intensity computing tasks.
+For each thread, there must be enough memory to load all your input files at once and create the MuData object.
- threads_medium `Integer`, Default: 1
- Number of threads used for medium intensity computing tasks.
- For each thread, there must be enough memory to load your mudata and do computationally light tasks.
+Number of threads used for medium intensity computing tasks.
+For each thread, there must be enough memory to load your mudata and do computationally light tasks.
- threads_low `Integer`, Default: 1
- Number of threads used for low intensity computing tasks.
- For each thread, there must be enough memory to load text files and do plotting, requires much less memory than the other two.
+Number of threads used for low intensity computing tasks.
+For each thread, there must be enough memory to load text files and do plotting, requires much less memory than the other two.
- condaenv `String` (Path)
- Path to conda environment that should be used to run panpipes.
+Path to conda environment that should be used to run panpipes.
- queues: `String` (Path)
- In case a special queue is required for long jobs or if the user has access to a GPU-specific queue. Otherwise, leave it blank.
+In case a special queue is required for long jobs or if the user has access to a GPU-specific queue. Otherwise, leave it blank.
- long: `String` (Path)
- gpu: `String` (Path)