Merge pull request #1402 from G-Core/PIN-876-remove-ipu-from-ai-docs

update AI cluster creation article

documentation/edge-ai/ai-infrastructure/create-an-ai-cluster.md

@@ -4,47 +4,53 @@ displayName: Create an AI Cluster
 published: true
 order: 20
 pageTitle: Create an AI Cluster | Gcore
-pageDescription: Learn how to create an AI cluster using Gcore's Cloug GPU infrastructure. Follow the step-by-step guide to set up your cluster and start using it.
+pageDescription: Learn how to create an AI cluster using Gcore's Cloud GPU infrastructure. Follow the step-by-step guide to set up your cluster and start using it.
 ---
-# Create an AI Cluster
+# Create an AI cluster
 
 1\. In the <a href="https://accounts.gcore.com/reports/dashboard" target="_blank">Gcore Customer Portal</a>, open the **GPU cloud** page. You'll be taken to the page for AI cluster creation.
 
-<img src="https://assets.gcore.pro/docs/gpu-cloud/gpu-cloud-page.png" alt="Create an AI Cluster" width="80%">
+<img src="https://assets.gcore.pro/docs/gpu-cloud/gpu-cloud-page-lux.png" alt="Create an AI Cluster" width="80%">
 
-2\. Select a region, which is a physical location of the data center. For example, if you choose Manassas, your cluster will be deployed on servers in Manassas.
+2\. Select a region, which is a physical location of the data center. For example, if you choose Helsinki, your cluster will be deployed on servers in Helsinki.
 
-3\. Choose the flavor with relevant cluster configuration and allocated resources. The number in vPOD means the number of IPU-processors in your cluster. For instance, one Graphcore server consists of four IPU-processors.
+3\. Choose the flavor with relevant cluster configuration and allocated resources:
 
-4\. Select the OS <a href="https://gcore.com/docs/cloud/images/about-images" target="_blank">image</a> on which your model will be running.
+ * The GPU number means the number of GPU cards allocated per server. 
+
+ * 2x Intel Xeon 8480+ is the type of processor that powers the servers within your cluster. 
+
+ * The amount of RAM specifies the total memory available for processing data. 
 
-<img src="https://assets.gcore.pro/docs/gpu-cloud/create-ai-cluster-image.png" alt="Create an AI Cluster image settings" width="80%">
+ * NVMe size indicates the total solid-state storage capacity available within each server in the cluster. 
 
-5\. Configure volumes and set the size of your cluster. Note that you can't change the cluster size after its creation.
+ * 8 x 400G Infiniband refers to the number and speed of Infiniband connections within the cluster. 
+
+4\. Select the OS <a href="https://gcore.com/docs/cloud/images/about-images" target="_blank">image</a> on which your model will be running.
 
-<img src="https://assets.gcore.pro/docs/gpu-cloud/create-ai-cluster-volumes.png" alt="Create an AI Cluster volume settings" width="80%">
+<img src="https://assets.gcore.pro/docs/gpu-cloud/image-settings.png" alt="Create an AI Cluster image settings" width="80%">
 
-6\. Set up a <a href="ps://gcore.com/docs/cloud/networking/create-and-manage-a-network" target="_blank">network interface</a>. You can choose a public or private one:
+5\. Set up a <a href="ps://gcore.com/docs/cloud/networking/create-and-manage-a-network" target="_blank">network interface</a>. You can choose a public or private one:
 * **Public**: Attach this interface if you are planning to use the GPU Cloud with servers hosted outside of Gcore Cloud. Your cluster will be accessible from external networks.
 
 * **Private**: If you want to use the service with Gcore servers only. Your cluster will be available only for internal networks.  
   Select one of the existing networks or create a new one to attach it to your server.
 
-7\. (Optional) If you want to assign a reserved IP address to your server, turn on the **Use reserved IP** toggle and select one. For more details, refer to the article <a href="https://gcore.com/docs/cloud/networking/ip-address/create-and-configure-a-reserved-ip-address" target="_blank">Create and configure a reserved IP address</a>.   
+6\. (Optional) If you want to assign a reserved IP address to your server, turn on the **Use reserved IP** toggle and select one. For more details, refer to the article <a href="https://gcore.com/docs/cloud/networking/ip-address/create-and-configure-a-reserved-ip-address" target="_blank">Create and configure a reserved IP address</a>.   
 
-8\. Turn on the **Use floating IP** toggle if you want to use a floating IP address. It’ll make your server accessible from outside networks even if they have only a private interface. Create a new IP address or choose an existing one. For more details, check out the article <a href="https://gcore.com/docs/cloud/networking/ip-address/create-and-configure-a-floating-ip-address" target="_blank">Create and configure a floating IP address</a>.
+7\. Turn on the **Use floating IP** toggle if you want to use a floating IP address. It’ll make your server accessible from outside networks even if they have only a private interface. Create a new IP address or choose an existing one. For more details, check out the article <a href="https://gcore.com/docs/cloud/networking/ip-address/create-and-configure-a-floating-ip-address" target="_blank">Create and configure a floating IP address</a>.
 
-<img src="https://assets.gcore.pro/docs/gpu-cloud/create-ai-cluster-network.png" alt="Create an AI Cluster network settings" width="80%">
+<img src="https://assets.gcore.pro/docs/gpu-cloud/network-settings.png" alt="Create an AI Cluster network settings" width="80%">
 
-9\. (Optional) If you need several network interfaces, click **Add Interface** and repeat the instructions from to Step 6.
+8\. (Optional) If you need several network interfaces, click **Add Interface** and repeat the instructions from Step 5.
 
-10\. Select one of your SSH keys from the list, add a new key, or generate a key pair. You'll use this SSH key to connect to your cluster.
+9\. Select one of your SSH keys from the list, add a new key, or generate a key pair. You'll use this SSH key to connect to your cluster.
 
 <img src="https://assets.gcore.pro/docs/gpu-cloud/create-ai-cluster-ssh-key.png" alt="Create an AI Cluster ssh key settings" width="80%">
 
-11\. (Optional) To add metadata to your cluster, enable the **Additional options** toggle and add tags as key-value pairs.
+10\. (Optional) To add metadata to your cluster, enable the **Additional options** toggle and add tags as key-value pairs.
 
-12\. Name your cluster and click **Create Cluster**.
+11\. Name your cluster and click **Create Cluster**.
 
 <img src="https://assets.gcore.pro/docs/gpu-cloud/create-ai-cluster-tags-name.png" alt="Create an AI Cluster tag and name settings" width="80%">