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Author: tomvcassidy

articles/container-instances/container-instances-gpu.md

@@ -17,7 +17,7 @@ To run certain compute-intensive workloads on Azure Container Instances, deploy
 This article shows how to add GPU resources when you deploy a container group by using a [YAML file](container-instances-multi-container-yaml.md) or [Resource Manager template](container-instances-multi-container-group.md). You can also specify GPU resources when you deploy a container instance using the Azure portal.
 
 > [!IMPORTANT]
-> K80 and P100 GPU SKUs are retiring by August 31st, 2023. This is due to the retirement of the underlying VMs used: [NC Series](https://learn.microsoft.com/azure/virtual-machines/nc-series-retirement) and [NCv2 Series](https://learn.microsoft.com/azure/virtual-machines/ncv2-series-retirement) Although V100 SKUs will be available, it is receommended to use Azure Kubernetes Service instead. GPU resources are not fully supported and should not be used for production workloads. Use the following resources to migrate to AKS today: [How to Migrate to AKS](https://learn.microsoft.com/azure/aks/aks-migration).
+> K80 and P100 GPU SKUs are retiring by August 31st, 2023. This is due to the retirement of the underlying VMs used: [NC Series](../virtual-machines/nc-series-retirement.md) and [NCv2 Series](../virtual-machines/ncv2-series-retirement.md) Although V100 SKUs will be available, it is receommended to use Azure Kubernetes Service instead. GPU resources are not fully supported and should not be used for production workloads. Use the following resources to migrate to AKS today: [How to Migrate to AKS](../aks/aks-migration.md).
 
 > [!IMPORTANT]
 > This feature is currently in preview, and some [limitations apply](#preview-limitations). Previews are made available to you on the condition that you agree to the [supplemental terms of use][terms-of-use]. Some aspects of this feature may change prior to general availability (GA).

articles/container-instances/container-instances-reference-yaml.md

@@ -406,7 +406,7 @@ The following tables describe the values you need to set in the schema.
 |  value | string | No | Value of the header. |
 
 > [!IMPORTANT]
-> K80 and P100 GPU SKUs are retiring by August 31st, 2023. This is due to the retirement of the underlying VMs used: [NC Series](https://learn.microsoft.com/azure/virtual-machines/nc-series-retirement) and [NCv2 Series](https://learn.microsoft.com/azure/virtual-machines/ncv2-series-retirement) Although V100 SKUs will be available, it is receommended to use Azure Kubernetes Service instead. GPU resources are not fully supported and should not be used for production workloads. Use the following resources to migrate to AKS today: [How to Migrate to AKS](https://learn.microsoft.com/azure/aks/aks-migration).
+> K80 and P100 GPU SKUs are retiring by August 31st, 2023. This is due to the retirement of the underlying VMs used: [NC Series](../virtual-machines/nc-series-retirement.md) and [NCv2 Series](../virtual-machines/ncv2-series-retirement.md) Although V100 SKUs will be available, it is receommended to use Azure Kubernetes Service instead. GPU resources are not fully supported and should not be used for production workloads. Use the following resources to migrate to AKS today: [How to Migrate to AKS](../aks/aks-migration.md).
 
 ### GpuResource object