formatting tweak

Author: s-sajid-ali

docs/hpc/05_submitting_jobs/01_slurm_submitting_jobs.md

@@ -39,26 +39,26 @@ Applies separately to both GPU types: L40S first, then H200
 
 
 To allow jobs in both normal and preemption partitions:
-```sh
+```
 #SBATCH --comment="preemption=yes;requeue=true"
 ```
 Jobs in stakeholder partitions will not be canceled, but those in preemption partitions may be. Canceled jobs will be re-queued automatically with `requeue=true`.  To use only preemption partitions:
-```sh
+```
 #SBATCH --comment="preemption=yes;preemption_partitions_only=yes;requeue=true"
 ```
 Jobs with preemption partitions only might be allowed to use more resources
 
 ## Enable GPU MPS
-Use GPU Multi-Process Service (MPS) to improve overall GPU utilization, allows multiple GPU jobs to share a single GPU concurrently
-```sh
+Use GPU Multi-Process Service (MPS) to improve overall GPU utilization, as this allows multiple GPU jobs to share a single GPU concurrently by:
+```
 #SBATCH --comment="gpu_mps=yes"
 ```
 Mount Memory as Disk
 Create a small RAM disk for fast I/O operations
-```sh
+```
 #SBATCH --comment="ram_disk=1GB"
 ```
 Example with preemption, GPU MPS, and RAM disk enabled:
-```sh
+```
 #SBATCH --comment="preemption=yes;preemption_partitions_only=yes;requeue=true;gpu_mps=yes;ram_disk=1GB"
 ```