RUN-16833 updated procedure

Author: jasonnovichRunAI

docs/admin/workloads/submitting-workloads.md

@@ -116,36 +116,53 @@ To submit a workload using the UI:
           
          When you select *Model*:
 
-         1. Select a model from the tiles. Use the search box to find a model that is not listed. If you can't find the model, see your system administrator.
+         1. Select a catalog. Choose from *Run:ai* or *Hugging Face*.
+            1. If you choose *Run:ai*, select a model from the tiles. Use the search box to find a model that is not listed. If you can't find the model, see your system administrator.
+            2. If you choose *Hugging Face*, go to the next step.
          2. In the *Inference name* field, enter a name for the workload.
-         3. In the *Compute resource* field, select a compute resource from the tiles.
-            1. In the *Replica autoscaling* section, set the minimum and maximum replicas for your inference. Then select *Never* or *After one minute of inactivity*  to set when the replicas should be automatically scaled down to zero.
-            2. In the *Nodes* field, change the order of priority of the node pools, or add a new node pool to the list.
-         4. When complete, press *Create inference*.
+         3. In the *Credentials* field, enter the token to access the model catalog.
+         4. If you selected *Hugging Face*, enter the name of the model in the *Model Name* section. This will not appear if you selected *Run:ai*.
+         5. In the *Compute resource* field, select a compute resource from the tiles.
+   
+            1. In the *Replica autoscaling* section, set the minimum and maximum replicas for your inference. 
+            2. In the *Set conditions for creating a new replica* section, use the drop down to select from `Throughput (Requests/sec)`, `Latency (milliseconds)`, or `Concurrency (Requests/sec)`. Then set the value. (default = 100) This section will only appear if you have 2 or more set as the maximum.
+            3. In the *Set when replicas should be automatically scaled down to zero* section, from the drop down select *Never*, *After one, five, 15 or 30 minutes of inactivity*.
+   
+            !!! Note
+                When automatic scaling to zero is enabled, the minimum number of replicas is 0.
+         
+            4. In the *Nodes* field, change the order of priority of the node pools, or add a new node pool to the list.
+         6. When complete, press *Create inference*.
 
          When you select *Custom*:
 
-         1. In the *Inference name* field, enter a name for the workload.
-         2. In the *Environment* field, select an environment. Use the search box to find an environment that is not listed. If you can't find an environment, press *New environment* or see your system administrator. 
+         7. In the *Inference name* field, enter a name for the workload.
+         8. In the *Environment* field, select an environment. Use the search box to find an environment that is not listed. If you can't find an environment, press *New environment* or see your system administrator. 
             1. In the *Set the connection for your tool(s)* pane, choose a tool for your environment (if available).
             2. In the *Runtime settings* field, Set commands and arguments for the container running in the pod. (optional)
             3. In the *Environment variable* field, you can set one or more environment variables. (optional)
-         3. In the *Compute resource* field, select a compute resource from the tiles. Use the search box to find a compute resource that is not listed. If you can't find an environment, press *New compute resource* or see your system administrator.
-            1. In the *Replica autoscaling* section, set the minimum and maximum replicas for your inference. Then select *Never* or *After one minute of inactivity*  to set when the replicas should be automatically scaled down to zero.
-            2. In the *Nodes* field, change the order of priority of the node pools, or add a new node pool to the list.
-         4. In the *Data sources* field, add a *New data source*. (optional)
+         9.  In the *Compute resource* field, select a compute resource from the tiles. Use the search box to find a compute resource that is not listed. If you can't find an environment, press *New compute resource* or see your system administrator.
+   
+            1. In the *Replica autoscaling* section, set the minimum and maximum replicas for your inference. 
+            2. In the *Set conditions for creating a new replica* section, use the drop down to select from `Throughput (Requests/sec)`, `Latency (milliseconds)`, or `Concurrency (Requests/sec)`. Then set the value. (default = 100) This section will only appear if you have 2 or more set as the maximum.
+            3. In the *Set when replicas should be automatically scaled down to zero* section, from the drop down select *Never*, *After one, five, 15 or 30 minutes of inactivity*.
+   
+            !!! Note
+                When automatic scaling to zero is enabled, the minimum number of replicas is 0.
+
+         10. In the *Data sources* field, add a *New data source*. (optional)
 
             !!! Note
                 
                 * Data sources that are not available will be greyed out.
                 * Assets that are cluster syncing will be greyed out.
                 * Only PVC, Git, and ConfigMap resources are supported.
 
-         5. In the *General* field you can:
+         11. In the *General* field you can:
             1. Add an *Auto-deletion* time. This sets the timeframe between inference completion/failure and auto-deletion. (optional)
             2. Add one or more *Annotation*. (optional)
             3. Add one or more *Labels*. (optional)
-         6. When complete, press *Create inference*.
+         12. When complete, press *Create inference*.
 
 ## Workload Policies