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deploy/k8s-onprem/README.md
@@ -214,10 +214,10 @@ documentation](https://helm.sh/docs/using_helm/#customizing-the-chart-before-ins
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You can edit the values.yaml file directly or you can use the *--set*
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option to override a single parameter with the CLI. For example, to
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deploy a cluster with a minimum of two inference servers use *--set* to
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-set the autoscaler.minReplicas parameter.
+set the autoscaling.minReplicas parameter.
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```
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-$ helm install example --set autoscaler.minReplicas=2 .
+$ helm install example --set autoscaling.minReplicas=2 .
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You can also write your own "config.yaml" file with the values you
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