cicd-with-nic5.md

@@ -3,6 +3,7 @@ title: Configuring a standard experiment for NIC5
 ---
 
 
+
 Thanks to GitLab CI/CD features and thanks to [Jacamar CI](https://ecp-ci.gitlab.io/docs/admin/jacamar/introduction.html), you can configure a standard experiment for BAMHBI to run on a cluster which you will be able to kickstart from ULiège GitLab with a simple click. For the time being, all CI/CD experiments of the MAST will be run on the NIC5 cluster, notably to benefit from the many MAST resources already stored on NIC5.
 
 This tutorial details the requirements you should meet beforehand, for both security and storage concerns, then how you can write a suitable CI/CD configuration to create your experiment.
@@ -230,7 +231,7 @@ lr_nic5_run:
 
 Finally, it's worth noting you can absolutely mix NIC5 jobs with jobs running on GitLab. You can find again an example in the [Nemo4.2.0-Bamhbi CI/CD configuration](https://gitlab.uliege.be/especes/mast/nemo4.2.0-bamhbi/-/blob/main/.gitlab-ci.yml), where the outputs from the NIC5 job running the simulation are sent to a containerized job running Python code to produce various figures to assess the model (see also next section). The obvious constraint of this approach is that the inputs of the GitLab job must be entirely contained in the artifacts of the NIC5 job, as the GitLab job will not have access to the NIC5 environment.
 
-## Using the Toolbox at the end of the pipeline
+### Using the Toolbox at the end of the pipeline
 
 You can use the [Toolbox](https://gitlab.uliege.be/especes/mast/toolbox) to assess model outputs at the end of a pipeline. For this purpose, you will need to use a suitable environment, featuring Python and the relevant packages, and to clone the [Toolbox repository](https://gitlab.uliege.be/especes/mast/toolbox) within the environment.