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Network disks persist independently of node state.`]}),`\n`,_jsxs(_components.li,{children:[`Optional `,_jsx(_components.strong,{children:`file share`}),` integration for shared storage across instances.`]}),`\n`]}),_jsxs(Warning,{children:[_jsx(_components.p,{children:`The local data disk is a non-replicated volume that comes with every Virtual GPU instance. This disk:`}),_jsxs(_components.ul,{children:[`\n`,_jsx(_components.li,{children:`Cannot be modified, detached, or used as a boot volume`}),`\n`,_jsx(_components.li,{children:`Is strictly bound to the specific virtual machine and its configuration`}),`\n`,_jsx(_components.li,{children:`Is wiped when the node is reconfigured, powered off (shelved), or deleted`}),`\n`]}),_jsx(_components.p,{children:`Use this disk only for temporary data. Store all important data on network disks or NFS storage to prevent data loss.`})]}),_jsx(Heading,{level:`2`,id:`create-a-virtual-gpu-cluster`,children:`Create a Virtual GPU cluster`}),_jsxs(`p`,{children:[`In the `,_jsx(_components.a,{href:`https://portal.gcore.com`,children:`Gcore Customer Portal`}),`, navigate to `,_jsx(_components.strong,{children:`GPU Cloud`}),`, select the target region, open `,_jsx(_components.strong,{children:`GPU Clusters`}),` > `,_jsx(_components.strong,{children:`Virtual GPU Clusters`}),`, and click `,_jsx(_components.strong,{children:`Create Cluster`}),`.`]}),_jsx(Frame,{children:_jsx(OptimizedImage,{src:`https://mintcdn.com/gcore/W9hLxFUXyZVjy-WH/images/docs/edge-ai/ai-infrastructure/create-a-virtual-gpu-cluster/virtual-gpu-clusters-list.png?fit=max\u0026auto=format\u0026n=W9hLxFUXyZVjy-WH\u0026q=85\u0026s=892a30535980d15547655a61e58e7cee`,alt:`Virtual GPU Clusters page with cluster list and Create Cluster button`,\"data-og-width\":`1024`,width:`1024`,\"data-og-height\":`369`,height:`369`,\"data-path\":`images/docs/edge-ai/ai-infrastructure/create-a-virtual-gpu-cluster/virtual-gpu-clusters-list.png`,\"data-optimize\":`true`,\"data-opv\":`3`,srcset:`https://mintcdn.com/gcore/W9hLxFUXyZVjy-WH/images/docs/edge-ai/ai-infrastructure/create-a-virtual-gpu-cluster/virtual-gpu-clusters-list.png?w=280\u0026fit=max\u0026auto=format\u0026n=W9hLxFUXyZVjy-WH\u0026q=85\u0026s=787e0643f94ee76efc4e671c9306efb2 280w, https://mintcdn.com/gcore/W9hLxFUXyZVjy-WH/images/docs/edge-ai/ai-infrastructure/create-a-virtual-gpu-cluster/virtual-gpu-clusters-list.png?w=560\u0026fit=max\u0026auto=format\u0026n=W9hLxFUXyZVjy-WH\u0026q=85\u0026s=81c011671d1b476c4e11f1940afd8cdd 560w, https://mintcdn.com/gcore/W9hLxFUXyZVjy-WH/images/docs/edge-ai/ai-infrastructure/create-a-virtual-gpu-cluster/virtual-gpu-clusters-list.png?w=840\u0026fit=max\u0026auto=format\u0026n=W9hLxFUXyZVjy-WH\u0026q=85\u0026s=8b4a509b3ab14046b21e2915207fa628 840w, https://mintcdn.com/gcore/W9hLxFUXyZVjy-WH/images/docs/edge-ai/ai-infrastructure/create-a-virtual-gpu-cluster/virtual-gpu-clusters-list.png?w=1100\u0026fit=max\u0026auto=format\u0026n=W9hLxFUXyZVjy-WH\u0026q=85\u0026s=60c1a4c411db03e6ab3005b2b7cb55e2 1100w, https://mintcdn.com/gcore/W9hLxFUXyZVjy-WH/images/docs/edge-ai/ai-infrastructure/create-a-virtual-gpu-cluster/virtual-gpu-clusters-list.png?w=1650\u0026fit=max\u0026auto=format\u0026n=W9hLxFUXyZVjy-WH\u0026q=85\u0026s=58fe709f56d16fe0d6bcafc5e4e11334 1650w, https://mintcdn.com/gcore/W9hLxFUXyZVjy-WH/images/docs/edge-ai/ai-infrastructure/create-a-virtual-gpu-cluster/virtual-gpu-clusters-list.png?w=2500\u0026fit=max\u0026auto=format\u0026n=W9hLxFUXyZVjy-WH\u0026q=85\u0026s=10d1037241705483d88ec77f0fe9ac53 2500w`})}),_jsxs(Steps,{children:[_jsxs(Step,{title:`Configure cluster capacity`,children:[_jsx(_components.p,{children:`Select the GPU model and flavor for each cluster node.`}),_jsxs(_components.ol,{children:[`\n`,_jsxs(_components.li,{children:[`Select the `,_jsx(_components.strong,{children:`GPU Model`}),`. Available models depend on the region.`]}),`\n`,_jsxs(_components.li,{children:[`Enable or disable `,_jsx(_components.strong,{children:`Show out of stock`}),` to filter available flavors.`]}),`\n`,_jsx(_components.li,{children:`Select a flavor. Each flavor card displays GPU configuration, vCPU count, RAM capacity, and pricing.`}),`\n`]}),_jsx(Frame,{children:_jsx(OptimizedImage,{src:`https://mintcdn.com/gcore/W9hLxFUXyZVjy-WH/images/docs/edge-ai/ai-infrastructure/create-a-virtual-gpu-cluster/cluster-capacity-config.png?fit=max\u0026auto=format\u0026n=W9hLxFUXyZVjy-WH\u0026q=85\u0026s=a790bce2d5f914751814f1665688013e`,alt:`Cluster capacity section with GPU cluster type selection and available flavors`,\"data-og-width\":`1024`,width:`1024`,\"data-og-height\":`463`,height:`463`,\"data-path\":`images/docs/edge-ai/ai-infrastructure/create-a-virtual-gpu-cluster/cluster-capacity-config.png`,\"data-optimize\":`true`,\"data-opv\":`3`,srcset:`https://mintcdn.com/gcore/W9hLxFUXyZVjy-WH/images/docs/edge-ai/ai-infrastructure/create-a-virtual-gpu-cluster/cluster-capacity-config.png?w=280\u0026fit=max\u0026auto=format\u0026n=W9hLxFUXyZVjy-WH\u0026q=85\u0026s=b7f6fb50351498e7824cc001b1b96567 280w, https://mintcdn.com/gcore/W9hLxFUXyZVjy-WH/images/docs/edge-ai/ai-infrastructure/create-a-virtual-gpu-cluster/cluster-capacity-config.png?w=560\u0026fit=max\u0026auto=format\u0026n=W9hLxFUXyZVjy-WH\u0026q=85\u0026s=af2bce36d1ed653405ca17c8faf05b70 560w, https://mintcdn.com/gcore/W9hLxFUXyZVjy-WH/images/docs/edge-ai/ai-infrastructure/create-a-virtual-gpu-cluster/cluster-capacity-config.png?w=840\u0026fit=max\u0026auto=format\u0026n=W9hLxFUXyZVjy-WH\u0026q=85\u0026s=c4e5c8c6477dec9c4c09ac1ac4d169a9 840w, https://mintcdn.com/gcore/W9hLxFUXyZVjy-WH/images/docs/edge-ai/ai-infrastructure/create-a-virtual-gpu-cluster/cluster-capacity-config.png?w=1100\u0026fit=max\u0026auto=format\u0026n=W9hLxFUXyZVjy-WH\u0026q=85\u0026s=6fef6951ac0e20b7c618ff5497efa25c 1100w, https://mintcdn.com/gcore/W9hLxFUXyZVjy-WH/images/docs/edge-ai/ai-infrastructure/create-a-virtual-gpu-cluster/cluster-capacity-config.png?w=1650\u0026fit=max\u0026auto=format\u0026n=W9hLxFUXyZVjy-WH\u0026q=85\u0026s=a6098742c00134dee19882a2c57ad0d6 1650w, https://mintcdn.com/gcore/W9hLxFUXyZVjy-WH/images/docs/edge-ai/ai-infrastructure/create-a-virtual-gpu-cluster/cluster-capacity-config.png?w=2500\u0026fit=max\u0026auto=format\u0026n=W9hLxFUXyZVjy-WH\u0026q=85\u0026s=a8055a80411f7a7e23366e731b28bcae 2500w`})})]}),_jsxs(Step,{title:`Set the number of instances`,children:[_jsxs(_components.p,{children:[`In the `,_jsx(_components.strong,{children:`Number of Instances`}),` section, specify how many virtual machines to provision. Each instance has the selected flavor configuration; the minimum is one, the maximum depends on regional availability.`]}),_jsx(Frame,{children:_jsx(OptimizedImage,{src:`https://mintcdn.com/gcore/W9hLxFUXyZVjy-WH/images/docs/edge-ai/ai-infrastructure/create-a-virtual-gpu-cluster/number-of-instances.png?fit=max\u0026auto=format\u0026n=W9hLxFUXyZVjy-WH\u0026q=85\u0026s=19aadffca7ecc79cca4057d2f0920d7f`,alt:`Number of Instances section with plus/minus controls and selected flavor summary`,\"data-og-width\":`928`,width:`928`,\"data-og-height\":`149`,height:`149`,\"data-path\":`images/docs/edge-ai/ai-infrastructure/create-a-virtual-gpu-cluster/number-of-instances.png`,\"data-optimize\":`true`,\"data-opv\":`3`,srcset:`https://mintcdn.com/gcore/W9hLxFUXyZVjy-WH/images/docs/edge-ai/ai-infrastructure/create-a-virtual-gpu-cluster/number-of-instances.png?w=280\u0026fit=max\u0026auto=format\u0026n=W9hLxFUXyZVjy-WH\u0026q=85\u0026s=b10fb12dfcab1062572d50a8f257b896 280w, https://mintcdn.com/gcore/W9hLxFUXyZVjy-WH/images/docs/edge-ai/ai-infrastructure/create-a-virtual-gpu-cluster/number-of-instances.png?w=560\u0026fit=max\u0026auto=format\u0026n=W9hLxFUXyZVjy-WH\u0026q=85\u0026s=02985497418534be9ec8ddddc816ee76 560w, https://mintcdn.com/gcore/W9hLxFUXyZVjy-WH/images/docs/edge-ai/ai-infrastructure/create-a-virtual-gpu-cluster/number-of-instances.png?w=840\u0026fit=max\u0026auto=format\u0026n=W9hLxFUXyZVjy-WH\u0026q=85\u0026s=5177c1e984a2b21e66019adff3b341cd 840w, https://mintcdn.com/gcore/W9hLxFUXyZVjy-WH/images/docs/edge-ai/ai-infrastructure/create-a-virtual-gpu-cluster/number-of-instances.png?w=1100\u0026fit=max\u0026auto=format\u0026n=W9hLxFUXyZVjy-WH\u0026q=85\u0026s=8fa06eeda569f81b48275b98a58d1fe9 1100w, https://mintcdn.com/gcore/W9hLxFUXyZVjy-WH/images/docs/edge-ai/ai-infrastructure/create-a-virtual-gpu-cluster/number-of-instances.png?w=1650\u0026fit=max\u0026auto=format\u0026n=W9hLxFUXyZVjy-WH\u0026q=85\u0026s=3bce630c718ce21b83e9849ce07ecb5c 1650w, https://mintcdn.com/gcore/W9hLxFUXyZVjy-WH/images/docs/edge-ai/ai-infrastructure/create-a-virtual-gpu-cluster/number-of-instances.png?w=2500\u0026fit=max\u0026auto=format\u0026n=W9hLxFUXyZVjy-WH\u0026q=85\u0026s=6d6ff519caddd6a069588876f7bb6d21 2500w`})})]}),_jsxs(Step,{title:`Select image`,children:[_jsx(_components.p,{children:`The image defines the operating system and pre-installed software for cluster nodes.`}),_jsxs(_components.p,{children:[`Select the operating system in the `,_jsx(_components.strong,{children:`Image`}),` section:`]}),_jsxs(_components.ul,{children:[`\n`,_jsxs(_components.li,{children:[_jsx(_components.strong,{children:`Public`}),`: Pre-configured images with NVIDIA drivers and CUDA toolkit`]}),`\n`,_jsxs(_components.li,{children:[_jsx(_components.strong,{children:`Custom`}),`: Custom images uploaded to the account`]}),`\n`]}),_jsxs(_components.p,{children:[`Images with the `,_jsx(_components.code,{children:`eni`}),` suffix are configured for InfiniBand interconnect.`]}),_jsx(Frame,{children:_jsx(OptimizedImage,{src:`https://mintcdn.com/gcore/W9hLxFUXyZVjy-WH/images/docs/edge-ai/ai-infrastructure/create-a-virtual-gpu-cluster/image-selector.png?fit=max\u0026auto=format\u0026n=W9hLxFUXyZVjy-WH\u0026q=85\u0026s=f361eb04458397b0aee62dc1e7c49693`,alt:`Image section with Public and Custom tabs and Ubuntu image dropdown`,\"data-og-width\":`658`,width:`658`,\"data-og-height\":`180`,height:`180`,\"data-path\":`images/docs/edge-ai/ai-infrastructure/create-a-virtual-gpu-cluster/image-selector.png`,\"data-optimize\":`true`,\"data-opv\":`3`,srcset:`https://mintcdn.com/gcore/W9hLxFUXyZVjy-WH/images/docs/edge-ai/ai-infrastructure/create-a-virtual-gpu-cluster/image-selector.png?w=280\u0026fit=max\u0026auto=format\u0026n=W9hLxFUXyZVjy-WH\u0026q=85\u0026s=b02b4e47cb1191ff21da6640a18b0833 280w, https://mintcdn.com/gcore/W9hLxFUXyZVjy-WH/images/docs/edge-ai/ai-infrastructure/create-a-virtual-gpu-cluster/image-selector.png?w=560\u0026fit=max\u0026auto=format\u0026n=W9hLxFUXyZVjy-WH\u0026q=85\u0026s=b295003a0368f9fe20a3a4ba95de0477 560w, https://mintcdn.com/gcore/W9hLxFUXyZVjy-WH/images/docs/edge-ai/ai-infrastructure/create-a-virtual-gpu-cluster/image-selector.png?w=840\u0026fit=max\u0026auto=format\u0026n=W9hLxFUXyZVjy-WH\u0026q=85\u0026s=0a8f3cfcb47cb49076d43bc941a6aa0e 840w, https://mintcdn.com/gcore/W9hLxFUXyZVjy-WH/images/docs/edge-ai/ai-infrastructure/create-a-virtual-gpu-cluster/image-selector.png?w=1100\u0026fit=max\u0026auto=format\u0026n=W9hLxFUXyZVjy-WH\u0026q=85\u0026s=a04d6140e1c0aafa457fe90e09366ed7 1100w, https://mintcdn.com/gcore/W9hLxFUXyZVjy-WH/images/docs/edge-ai/ai-infrastructure/create-a-virtual-gpu-cluster/image-selector.png?w=1650\u0026fit=max\u0026auto=format\u0026n=W9hLxFUXyZVjy-WH\u0026q=85\u0026s=0205e9954af1b4f8366ed87934105463 1650w, https://mintcdn.com/gcore/W9hLxFUXyZVjy-WH/images/docs/edge-ai/ai-infrastructure/create-a-virtual-gpu-cluster/image-selector.png?w=2500\u0026fit=max\u0026auto=format\u0026n=W9hLxFUXyZVjy-WH\u0026q=85\u0026s=738a9e59891da91d172437cbda43dc96 2500w`})})]}),_jsxs(Step,{title:`Configure volumes`,children:[_jsxs(_components.p,{children:[`Each instance includes a `,_jsx(_components.strong,{children:`System volume`}),` (required boot disk), a `,_jsx(_components.strong,{children:`Local volume`}),` (temporary non-replicated storage, added automatically), and optional `,_jsx(_components.strong,{children:`Additional network volumes`}),`.`]}),_jsx(Frame,{children:_jsx(OptimizedImage,{src:`https://mintcdn.com/gcore/W9hLxFUXyZVjy-WH/images/docs/edge-ai/ai-infrastructure/create-a-virtual-gpu-cluster/volumes-config.png?fit=max\u0026auto=format\u0026n=W9hLxFUXyZVjy-WH\u0026q=85\u0026s=02493f010c5ed4c7c744e0aae24c44a9`,alt:`Volumes section with System and Local volumes configuration`,\"data-og-width\":`768`,width:`768`,\"data-og-height\":`355`,height:`355`,\"data-path\":`images/docs/edge-ai/ai-infrastructure/create-a-virtual-gpu-cluster/volumes-config.png`,\"data-optimize\":`true`,\"data-opv\":`3`,srcset:`https://mintcdn.com/gcore/W9hLxFUXyZVjy-WH/images/docs/edge-ai/ai-infrastructure/create-a-virtual-gpu-cluster/volumes-config.png?w=280\u0026fit=max\u0026auto=format\u0026n=W9hLxFUXyZVjy-WH\u0026q=85\u0026s=aa528743a8c0cfe3e9e20cbdb027c4ae 280w, https://mintcdn.com/gcore/W9hLxFUXyZVjy-WH/images/docs/edge-ai/ai-infrastructure/create-a-virtual-gpu-cluster/volumes-config.png?w=560\u0026fit=max\u0026auto=format\u0026n=W9hLxFUXyZVjy-WH\u0026q=85\u0026s=e08130c439f6cf3971c93c51dfa7d28a 560w, https://mintcdn.com/gcore/W9hLxFUXyZVjy-WH/images/docs/edge-ai/ai-infrastructure/create-a-virtual-gpu-cluster/volumes-config.png?w=840\u0026fit=max\u0026auto=format\u0026n=W9hLxFUXyZVjy-WH\u0026q=85\u0026s=3d3bdf6d04ee3559ccbc7a98a6429224 840w, https://mintcdn.com/gcore/W9hLxFUXyZVjy-WH/images/docs/edge-ai/ai-infrastructure/create-a-virtual-gpu-cluster/volumes-config.png?w=1100\u0026fit=max\u0026auto=format\u0026n=W9hLxFUXyZVjy-WH\u0026q=85\u0026s=be06c8bcb7d4b4160fe6add4149a369d 1100w, https://mintcdn.com/gcore/W9hLxFUXyZVjy-WH/images/docs/edge-ai/ai-infrastructure/create-a-virtual-gpu-cluster/volumes-config.png?w=1650\u0026fit=max\u0026auto=format\u0026n=W9hLxFUXyZVjy-WH\u0026q=85\u0026s=7684ab67939a6e2f855496ef83d8dc1d 1650w, https://mintcdn.com/gcore/W9hLxFUXyZVjy-WH/images/docs/edge-ai/ai-infrastructure/create-a-virtual-gpu-cluster/volumes-config.png?w=2500\u0026fit=max\u0026auto=format\u0026n=W9hLxFUXyZVjy-WH\u0026q=85\u0026s=82a4df8962c366fa2633cda052f1352d 2500w`})}),_jsxs(_components.p,{children:[`Configure the `,_jsx(_components.strong,{children:`System`}),` volume:`]}),_jsxs(_components.ul,{children:[`\n`,_jsxs(_components.li,{children:[_jsx(_components.strong,{children:`Name`}),`: Enter a name for the volume`]}),`\n`,_jsxs(_components.li,{children:[_jsx(_components.strong,{children:`Size`}),`: Minimum size depends on the selected image (default: 120 GiB)`]}),`\n`,_jsxs(_components.li,{children:[_jsx(_components.strong,{children:`Type`}),`: Select from available storage types in the region`]}),`\n`]}),_jsxs(_components.p,{children:[`To add additional storage, click `,_jsx(_components.strong,{children:`Add Volume`}),`. All configured volumes are attached to every instance in the cluster.`]}),_jsx(Warning,{children:_jsx(_components.p,{children:`Store important data on network volumes or file shares, not on the local volume. The local volume is wiped when the instance is shelved, reconfigured, or deleted, resulting in permanent data loss.`})})]}),_jsxs(Step,{title:`Configure file share integration (optional)`,children:[_jsxs(_components.p,{children:[`The `,_jsx(_components.strong,{children:`File share integration`}),` section connects `,_jsx(_components.a,{href:`/cloud/file-shares/configure-file-shares`,children:`file\\xA0shares`}),` to all instances, making shared storage accessible across nodes. Use it for distributed training, shared datasets, or any workload that reads the same files from multiple nodes.`]}),_jsxs(_components.ol,{children:[`\n`,_jsxs(_components.li,{children:[`Enable the `,_jsx(_components.strong,{children:`File Share integration`}),` toggle.`]}),`\n`,_jsx(_components.li,{children:`Select an existing file share or create a new one.`}),`\n`]}),_jsx(Frame,{children:_jsx(OptimizedImage,{src:`https://mintcdn.com/gcore/W9hLxFUXyZVjy-WH/images/docs/edge-ai/ai-infrastructure/create-a-virtual-gpu-cluster/file-share-integration.png?fit=max\u0026auto=format\u0026n=W9hLxFUXyZVjy-WH\u0026q=85\u0026s=6ce57768c9544fc337dca7e5d2e4ab16`,alt:`File share integration section with toggle and file share selector`,\"data-og-width\":`877`,width:`877`,\"data-og-height\":`323`,height:`323`,\"data-path\":`images/docs/edge-ai/ai-infrastructure/create-a-virtual-gpu-cluster/file-share-integration.png`,\"data-optimize\":`true`,\"data-opv\":`3`,srcset:`https://mintcdn.com/gcore/W9hLxFUXyZVjy-WH/images/docs/edge-ai/ai-infrastructure/create-a-virtual-gpu-cluster/file-share-integration.png?w=280\u0026fit=max\u0026auto=format\u0026n=W9hLxFUXyZVjy-WH\u0026q=85\u0026s=381695abc27faed7469fe960ee52d95d 280w, https://mintcdn.com/gcore/W9hLxFUXyZVjy-WH/images/docs/edge-ai/ai-infrastructure/create-a-virtual-gpu-cluster/file-share-integration.png?w=560\u0026fit=max\u0026auto=format\u0026n=W9hLxFUXyZVjy-WH\u0026q=85\u0026s=e17891be52e08082ff0c8e7284b82674 560w, https://mintcdn.com/gcore/W9hLxFUXyZVjy-WH/images/docs/edge-ai/ai-infrastructure/create-a-virtual-gpu-cluster/file-share-integration.png?w=840\u0026fit=max\u0026auto=format\u0026n=W9hLxFUXyZVjy-WH\u0026q=85\u0026s=70e9600350039aa8b908c9a5d68db738 840w, https://mintcdn.com/gcore/W9hLxFUXyZVjy-WH/images/docs/edge-ai/ai-infrastructure/create-a-virtual-gpu-cluster/file-share-integration.png?w=1100\u0026fit=max\u0026auto=format\u0026n=W9hLxFUXyZVjy-WH\u0026q=85\u0026s=75a4135312330ca52cf0fa76667e4856 1100w, https://mintcdn.com/gcore/W9hLxFUXyZVjy-WH/images/docs/edge-ai/ai-infrastructure/create-a-virtual-gpu-cluster/file-share-integration.png?w=1650\u0026fit=max\u0026auto=format\u0026n=W9hLxFUXyZVjy-WH\u0026q=85\u0026s=f8970c0228ea46d9b9d501c238f4c484 1650w, https://mintcdn.com/gcore/W9hLxFUXyZVjy-WH/images/docs/edge-ai/ai-infrastructure/create-a-virtual-gpu-cluster/file-share-integration.png?w=2500\u0026fit=max\u0026auto=format\u0026n=W9hLxFUXyZVjy-WH\u0026q=85\u0026s=3f5e4a8f49c15fd70980fd9b5630f65b 2500w`})})]}),_jsxs(Step,{title:`Configure network settings`,children:[_jsx(_components.p,{children:`Network settings control how cluster nodes access external services and other cloud resources. At least one interface is required.`}),_jsx(Info,{children:_jsx(_components.p,{children:`Virtual GPU clusters support a maximum of three network interfaces (Public and Private combined) per instance. If file share integration is enabled, the limit is reduced to two interfaces, because one interface is reserved for NFS connectivity. InfiniBand interfaces are not counted toward this limit.`})}),_jsxs(_components.p,{children:[`In the `,_jsx(_components.strong,{children:`Network settings`}),` section, select the `,_jsx(_components.a,{href:`/cloud/networking/create-and-manage-a-network`,children:`interface\\xA0type`}),` for cluster nodes:`]}),_jsxs(Table,{children:[_jsx(_components.thead,{children:_jsxs(_components.tr,{children:[_jsx(_components.th,{children:`Type`}),_jsx(_components.th,{children:`Access`}),_jsx(_components.th,{children:`Use case`})]})}),_jsxs(_components.tbody,{children:[_jsxs(_components.tr,{children:[_jsx(_components.td,{children:`Public`}),_jsx(_components.td,{children:`Direct internet access with dynamic public IP`}),_jsx(_components.td,{children:`Development, testing, quick access to cluster`})]}),_jsxs(_components.tr,{children:[_jsx(_components.td,{children:`Private`}),_jsx(_components.td,{children:`Internal network only, no external access`}),_jsx(_components.td,{children:`Production workloads, security-sensitive environments`})]}),_jsxs(_components.tr,{children:[_jsx(_components.td,{children:`Dedicated public`}),_jsx(_components.td,{children:`Reserved static public IP`}),_jsx(_components.td,{children:`Production APIs, services requiring stable endpoints`})]})]})]}),_jsxs(_components.p,{children:[`To add more interfaces, click `,_jsx(_components.strong,{children:`Add Interface`}),`. Each interface can be expanded to configure `,_jsx(_components.a,{href:`/cloud/networking/add-and-configure-a-firewall`,children:`security\\xA0groups`}),`. The `,_jsx(_components.code,{children:`default`}),` security group is pre-selected.`]}),_jsx(Frame,{children:_jsx(OptimizedImage,{src:`https://mintcdn.com/gcore/W9hLxFUXyZVjy-WH/images/docs/edge-ai/ai-infrastructure/create-a-virtual-gpu-cluster/network-settings-security-groups.png?fit=max\u0026auto=format\u0026n=W9hLxFUXyZVjy-WH\u0026q=85\u0026s=f9e653d500d0804bdb06411ea07fcf1e`,alt:`Security Groups field with default group selected per interface`,\"data-og-width\":`844`,width:`844`,\"data-og-height\":`687`,height:`687`,\"data-path\":`images/docs/edge-ai/ai-infrastructure/create-a-virtual-gpu-cluster/network-settings-security-groups.png`,\"data-optimize\":`true`,\"data-opv\":`3`,srcset:`https://mintcdn.com/gcore/W9hLxFUXyZVjy-WH/images/docs/edge-ai/ai-infrastructure/create-a-virtual-gpu-cluster/network-settings-security-groups.png?w=280\u0026fit=max\u0026auto=format\u0026n=W9hLxFUXyZVjy-WH\u0026q=85\u0026s=e5132ba2270fe191e3e1223c1e714185 280w, https://mintcdn.com/gcore/W9hLxFUXyZVjy-WH/images/docs/edge-ai/ai-infrastructure/create-a-virtual-gpu-cluster/network-settings-security-groups.png?w=560\u0026fit=max\u0026auto=format\u0026n=W9hLxFUXyZVjy-WH\u0026q=85\u0026s=5874a14a26c31730bb39f68f26c10890 560w, https://mintcdn.com/gcore/W9hLxFUXyZVjy-WH/images/docs/edge-ai/ai-infrastructure/create-a-virtual-gpu-cluster/network-settings-security-groups.png?w=840\u0026fit=max\u0026auto=format\u0026n=W9hLxFUXyZVjy-WH\u0026q=85\u0026s=67a27bf67e5b3be3ac079bc0a9e9b954 840w, https://mintcdn.com/gcore/W9hLxFUXyZVjy-WH/images/docs/edge-ai/ai-infrastructure/create-a-virtual-gpu-cluster/network-settings-security-groups.png?w=1100\u0026fit=max\u0026auto=format\u0026n=W9hLxFUXyZVjy-WH\u0026q=85\u0026s=50b2ed1b4c6ea709d5900f05aaadf366 1100w, https://mintcdn.com/gcore/W9hLxFUXyZVjy-WH/images/docs/edge-ai/ai-infrastructure/create-a-virtual-gpu-cluster/network-settings-security-groups.png?w=1650\u0026fit=max\u0026auto=format\u0026n=W9hLxFUXyZVjy-WH\u0026q=85\u0026s=9c529fff3ed41c2325d7fa24494ca86e 1650w, https://mintcdn.com/gcore/W9hLxFUXyZVjy-WH/images/docs/edge-ai/ai-infrastructure/create-a-virtual-gpu-cluster/network-settings-security-groups.png?w=2500\u0026fit=max\u0026auto=format\u0026n=W9hLxFUXyZVjy-WH\u0026q=85\u0026s=48cf3ecd5f4d8b8bc52b654eb9dfd159 2500w`})})]}),_jsxs(Step,{title:`Configure SSH key`,children:[_jsxs(_components.p,{children:[`In the `,_jsx(_components.strong,{children:`SSH key`}),` section, select an existing key from the dropdown or create a new one. If generating a new key pair, save the private key immediately as it cannot be retrieved later.`]}),_jsx(Frame,{children:_jsx(OptimizedImage,{src:`https://mintcdn.com/gcore/W9hLxFUXyZVjy-WH/images/docs/edge-ai/ai-infrastructure/create-a-virtual-gpu-cluster/ssh-key.png?fit=max\u0026auto=format\u0026n=W9hLxFUXyZVjy-WH\u0026q=85\u0026s=1bd002d100c3c0a9a93987f9796991d5`,alt:`SSH key section with key dropdown selector`,\"data-og-width\":`941`,width:`941`,\"data-og-height\":`236`,height:`236`,\"data-path\":`images/docs/edge-ai/ai-infrastructure/create-a-virtual-gpu-cluster/ssh-key.png`,\"data-optimize\":`true`,\"data-opv\":`3`,srcset:`https://mintcdn.com/gcore/W9hLxFUXyZVjy-WH/images/docs/edge-ai/ai-infrastructure/create-a-virtual-gpu-cluster/ssh-key.png?w=280\u0026fit=max\u0026auto=format\u0026n=W9hLxFUXyZVjy-WH\u0026q=85\u0026s=fefb0df97e95b7bb903babbe770bdc86 280w, https://mintcdn.com/gcore/W9hLxFUXyZVjy-WH/images/docs/edge-ai/ai-infrastructure/create-a-virtual-gpu-cluster/ssh-key.png?w=560\u0026fit=max\u0026auto=format\u0026n=W9hLxFUXyZVjy-WH\u0026q=85\u0026s=590d4237df2b6cefb51ad79587427093 560w, https://mintcdn.com/gcore/W9hLxFUXyZVjy-WH/images/docs/edge-ai/ai-infrastructure/create-a-virtual-gpu-cluster/ssh-key.png?w=840\u0026fit=max\u0026auto=format\u0026n=W9hLxFUXyZVjy-WH\u0026q=85\u0026s=efd68fae85b91952ef5831be2134a490 840w, https://mintcdn.com/gcore/W9hLxFUXyZVjy-WH/images/docs/edge-ai/ai-infrastructure/create-a-virtual-gpu-cluster/ssh-key.png?w=1100\u0026fit=max\u0026auto=format\u0026n=W9hLxFUXyZVjy-WH\u0026q=85\u0026s=d80fbcb985e1ac38e237e785d543bed6 1100w, https://mintcdn.com/gcore/W9hLxFUXyZVjy-WH/images/docs/edge-ai/ai-infrastructure/create-a-virtual-gpu-cluster/ssh-key.png?w=1650\u0026fit=max\u0026auto=format\u0026n=W9hLxFUXyZVjy-WH\u0026q=85\u0026s=88d877a4f3a484a786e9fa4fe07fb2e5 1650w, https://mintcdn.com/gcore/W9hLxFUXyZVjy-WH/images/docs/edge-ai/ai-infrastructure/create-a-virtual-gpu-cluster/ssh-key.png?w=2500\u0026fit=max\u0026auto=format\u0026n=W9hLxFUXyZVjy-WH\u0026q=85\u0026s=3dab9313f58e50fecf1b06f4148e14e2 2500w`})})]}),_jsxs(Step,{title:`Set additional options`,children:[_jsxs(_components.p,{children:[`The `,_jsx(_components.strong,{children:`Additional options`}),` section provides optional settings: user data scripts for automated configuration and metadata tags for resource organization.`]}),_jsx(Frame,{children:_jsx(OptimizedImage,{src:`https://mintcdn.com/gcore/W9hLxFUXyZVjy-WH/images/docs/edge-ai/ai-infrastructure/create-a-virtual-gpu-cluster/additional-options.png?fit=max\u0026auto=format\u0026n=W9hLxFUXyZVjy-WH\u0026q=85\u0026s=d355650af3fc2f8b53a122f534728fe8`,alt:`Additional options section with User data and Add tags toggles`,\"data-og-width\":`1024`,width:`1024`,\"data-og-height\":`302`,height:`302`,\"data-path\":`images/docs/edge-ai/ai-infrastructure/create-a-virtual-gpu-cluster/additional-options.png`,\"data-optimize\":`true`,\"data-opv\":`3`,srcset:`https://mintcdn.com/gcore/W9hLxFUXyZVjy-WH/images/docs/edge-ai/ai-infrastructure/create-a-virtual-gpu-cluster/additional-options.png?w=280\u0026fit=max\u0026auto=format\u0026n=W9hLxFUXyZVjy-WH\u0026q=85\u0026s=01347f297f54f969b039297ebe26ab05 280w, https://mintcdn.com/gcore/W9hLxFUXyZVjy-WH/images/docs/edge-ai/ai-infrastructure/create-a-virtual-gpu-cluster/additional-options.png?w=560\u0026fit=max\u0026auto=format\u0026n=W9hLxFUXyZVjy-WH\u0026q=85\u0026s=bfb06daedf28b6fb652ec97d18e0804b 560w, https://mintcdn.com/gcore/W9hLxFUXyZVjy-WH/images/docs/edge-ai/ai-infrastructure/create-a-virtual-gpu-cluster/additional-options.png?w=840\u0026fit=max\u0026auto=format\u0026n=W9hLxFUXyZVjy-WH\u0026q=85\u0026s=c8ab847a3d2e3410a9a94d1484b2ec4d 840w, https://mintcdn.com/gcore/W9hLxFUXyZVjy-WH/images/docs/edge-ai/ai-infrastructure/create-a-virtual-gpu-cluster/additional-options.png?w=1100\u0026fit=max\u0026auto=format\u0026n=W9hLxFUXyZVjy-WH\u0026q=85\u0026s=0e591809a9e99952cc491b6b95f00a53 1100w, https://mintcdn.com/gcore/W9hLxFUXyZVjy-WH/images/docs/edge-ai/ai-infrastructure/create-a-virtual-gpu-cluster/additional-options.png?w=1650\u0026fit=max\u0026auto=format\u0026n=W9hLxFUXyZVjy-WH\u0026q=85\u0026s=7df9a6a325e49facc95448fcb3126318 1650w, https://mintcdn.com/gcore/W9hLxFUXyZVjy-WH/images/docs/edge-ai/ai-infrastructure/create-a-virtual-gpu-cluster/additional-options.png?w=2500\u0026fit=max\u0026auto=format\u0026n=W9hLxFUXyZVjy-WH\u0026q=85\u0026s=2dca4ab40cb28f75ac2286e14fd4401c 2500w`})})]}),_jsxs(Step,{title:`Name and create the cluster`,children:[_jsxs(_components.p,{children:[`In the `,_jsx(_components.strong,{children:`GPU Cluster Name`}),` section, enter a name or use the auto-generated one. Review the estimated cost in the right panel, then click `,_jsx(_components.strong,{children:`Create Cluster`}),`.`]}),_jsxs(_components.p,{children:[`The cluster appears in the list with `,_jsx(_components.strong,{children:`Creating`}),` status. Provisioning typically takes 3–8 minutes.`]}),_jsx(Frame,{children:_jsx(OptimizedImage,{src:`https://mintcdn.com/gcore/W9hLxFUXyZVjy-WH/images/docs/edge-ai/ai-infrastructure/create-a-virtual-gpu-cluster/cluster-creating-status.png?fit=max\u0026auto=format\u0026n=W9hLxFUXyZVjy-WH\u0026q=85\u0026s=7a4b953fccdb4a5b0395aa559cd371f3`,alt:`Virtual GPU Clusters list showing a newly created cluster with Creating status`,\"data-og-width\":`1024`,width:`1024`,\"data-og-height\":`327`,height:`327`,\"data-path\":`images/docs/edge-ai/ai-infrastructure/create-a-virtual-gpu-cluster/cluster-creating-status.png`,\"data-optimize\":`true`,\"data-opv\":`3`,srcset:`https://mintcdn.com/gcore/W9hLxFUXyZVjy-WH/images/docs/edge-ai/ai-infrastructure/create-a-virtual-gpu-cluster/cluster-creating-status.png?w=280\u0026fit=max\u0026auto=format\u0026n=W9hLxFUXyZVjy-WH\u0026q=85\u0026s=695b3ec15bf5379ecb998f0e52bb9345 280w, https://mintcdn.com/gcore/W9hLxFUXyZVjy-WH/images/docs/edge-ai/ai-infrastructure/create-a-virtual-gpu-cluster/cluster-creating-status.png?w=560\u0026fit=max\u0026auto=format\u0026n=W9hLxFUXyZVjy-WH\u0026q=85\u0026s=568c5565a8d1f282fd75ef93e517fb9f 560w, https://mintcdn.com/gcore/W9hLxFUXyZVjy-WH/images/docs/edge-ai/ai-infrastructure/create-a-virtual-gpu-cluster/cluster-creating-status.png?w=840\u0026fit=max\u0026auto=format\u0026n=W9hLxFUXyZVjy-WH\u0026q=85\u0026s=d2354fbfa91d63e995953b04c610403a 840w, https://mintcdn.com/gcore/W9hLxFUXyZVjy-WH/images/docs/edge-ai/ai-infrastructure/create-a-virtual-gpu-cluster/cluster-creating-status.png?w=1100\u0026fit=max\u0026auto=format\u0026n=W9hLxFUXyZVjy-WH\u0026q=85\u0026s=b7228e206bdf763c7de9cdd673adb47e 1100w, https://mintcdn.com/gcore/W9hLxFUXyZVjy-WH/images/docs/edge-ai/ai-infrastructure/create-a-virtual-gpu-cluster/cluster-creating-status.png?w=1650\u0026fit=max\u0026auto=format\u0026n=W9hLxFUXyZVjy-WH\u0026q=85\u0026s=95267317cea46af8ac0c48ec84918b21 1650w, https://mintcdn.com/gcore/W9hLxFUXyZVjy-WH/images/docs/edge-ai/ai-infrastructure/create-a-virtual-gpu-cluster/cluster-creating-status.png?w=2500\u0026fit=max\u0026auto=format\u0026n=W9hLxFUXyZVjy-WH\u0026q=85\u0026s=aae4cb359796b4176391c0b6563c9cb5 2500w`})}),_jsxs(_components.p,{children:[`Once all instances reach `,_jsx(_components.strong,{children:`Power on`}),` status, the cluster is ready for use.`]}),_jsx(Warning,{children:_jsx(_components.p,{children:`Cluster-level settings (image, default networks) cannot be changed after creation. New nodes added via scaling inherit the original configuration. To change these settings, create a new cluster.`})})]})]}),_jsx(Heading,{level:`2`,id:`connect-to-the-cluster`,children:`Connect to the cluster`}),_jsx(`p`,{children:`After the cluster is created, connect to a node via SSH and verify that GPUs are available.`}),_jsxs(Steps,{children:[_jsxs(Step,{title:`Connect via SSH`,children:[_jsxs(_components.p,{children:[`Open a terminal and connect using the default username `,_jsx(_components.code,{children:`ubuntu`}),`:`]}),_jsx(CodeBlock,{filename:``,numberOfLines:`1`,language:`shellscript`,children:_jsx(_components.pre,{className:`shiki shiki-themes github-light-default dark-plus`,style:{backgroundColor:`#ffffff`,\"--shiki-dark-bg\":`#0B0C0E`,color:`#1f2328`,\"--shiki-dark\":`#D4D4D4`},language:`shellscript`,children:_jsxs(_components.code,{language:`shellscript`,numberOfLines:`1`,children:[_jsxs(_components.span,{className:`line`,children:[_jsx(_components.span,{style:{color:`#953800`,\"--shiki-dark\":`#DCDCAA`},children:`ssh`}),_jsx(_components.span,{style:{color:`#0A3069`,\"--shiki-dark\":`#CE9178`},children:` ubuntu@`}),_jsx(_components.span,{style:{color:`#CF222E`,\"--shiki-dark\":`#D4D4D4`},children:`\u003c`}),_jsx(_components.span,{style:{color:`#0A3069`,\"--shiki-dark\":`#CE9178`},children:`node-ip-addres`}),_jsx(_components.span,{style:{color:`#0A3069`,\"--shiki-dark\":`#CE9178`},children:`s`}),_jsx(_components.span,{style:{color:`#CF222E`,\"--shiki-dark\":`#D4D4D4`},children:`>`})]}),`\n`]})})}),_jsxs(_components.p,{children:[`Replace `,_jsx(_components.code,{children:`\u003cnode-ip-address>`}),` with the public or floating IP shown in the cluster details.`]})]}),_jsxs(Step,{title:`Verify GPU detection`,children:[_jsx(CodeBlock,{filename:``,numberOfLines:`1`,language:`shellscript`,children:_jsx(_components.pre,{className:`shiki shiki-themes github-light-default dark-plus`,style:{backgroundColor:`#ffffff`,\"--shiki-dark-bg\":`#0B0C0E`,color:`#1f2328`,\"--shiki-dark\":`#D4D4D4`},language:`shellscript`,children:_jsxs(_components.code,{language:`shellscript`,numberOfLines:`1`,children:[_jsx(_components.span,{className:`line`,children:_jsx(_components.span,{style:{color:`#953800`,\"--shiki-dark\":`#DCDCAA`},children:`nvidia-smi`})}),`\n`]})})}),_jsx(_components.p,{children:`A successful output shows the list of available GPUs, driver version, and CUDA version. If the command fails or no GPUs appear, the image may be missing the correct drivers.`})]})]}),_jsxs(`p`,{children:[`For nodes with only private interfaces, connect through a bastion host, VPN, or the Customer Portal `,_jsx(_components.a,{href:`/cloud/virtual-instances/connect/connect-to-your-instance-via-control-panel`,children:`web\\xA0console`}),`.`]}),_jsxs(`p`,{children:[`Clusters can also be created programmatically using the `,_jsx(_components.a,{href:`/api-reference/cloud/gpu-virtual/create-virtual-gpu-cluster`,children:`REST\\xA0API`}),`.`]})]})}),_jsx(_MdxComponentBoundary,{name:`MethodSection`,children:_jsxs(MethodSection,{id:`api`,label:`REST API`,children:[_jsx(`p`,{children:`Create a virtual GPU cluster by selecting a flavor and image, then provisioning the cluster with a single API call.`}),_jsx(Info,{children:_jsxs(_components.p,{children:[`An `,_jsx(_components.a,{href:`/account-settings/api-tokens`,children:`API\\xA0token`}),` is required, along with a\n`,_jsx(_components.a,{href:`/api-reference/cloud/projects/list-projects`,children:`project\\xA0ID`}),`\nand a `,_jsx(_components.a,{href:`/api-reference/cloud/regions/list-regions`,children:`region\\xA0ID`}),`.\nVirtual GPU clusters are available in select regions — confirm availability with the `,_jsx(_components.a,{href:`#step-1-list-available-flavors`,children:`List\\xA0flavors`}),` call before creating a cluster.`]})}),_jsx(`p`,{children:`Open a terminal and set these environment variables before running the examples:`}),_jsx(CodeBlock,{filename:``,numberOfLines:`4`,language:`shellscript`,children:_jsx(_components.pre,{className:`shiki shiki-themes github-light-default 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List flavors — select the one with the fewest GPUs`})}),`\n`,_jsxs(_components.span,{className:`line`,children:[_jsx(_components.span,{style:{color:`#1F2328`,\"--shiki-dark\":`#D4D4D4`},children:`flavors `}),_jsx(_components.span,{style:{color:`#CF222E`,\"--shiki-dark\":`#D4D4D4`},children:`=`}),_jsx(_components.span,{style:{color:`#1F2328`,\"--shiki-dark\":`#D4D4D4`},children:` client.cloud.gpu_virtual.clusters.flavors.list()`})]}),`\n`,_jsxs(_components.span,{className:`line`,children:[_jsx(_components.span,{style:{color:`#1F2328`,\"--shiki-dark\":`#D4D4D4`},children:`flavor `}),_jsx(_components.span,{style:{color:`#CF222E`,\"--shiki-dark\":`#D4D4D4`},children:`=`}),_jsx(_components.span,{style:{color:`#0550AE`,\"--shiki-dark\":`#DCDCAA`},children:` min`}),_jsx(_components.span,{style:{color:`#1F2328`,\"--shiki-dark\":`#D4D4D4`},children:`(`})]}),`\n`,_jsx(_components.span,{className:`line`,children:_jsx(_components.span,{style:{color:`#1F2328`,\"--shiki-dark\":`#D4D4D4`},children:` flavors.results,`})}),`\n`,_jsxs(_components.span,{className:`line`,children:[_jsx(_components.span,{style:{color:`#953800`,\"--shiki-dark\":`#9CDCFE`},children:` key`}),_jsx(_components.span,{style:{color:`#CF222E`,\"--shiki-dark\":`#D4D4D4`},children:`=`}),_jsx(_components.span,{style:{color:`#CF222E`,\"--shiki-dark\":`#569CD6`},children:`lambda`}),_jsx(_components.span,{style:{color:`#1F2328`,\"--shiki-dark\":`#9CDCFE`},children:` f`}),_jsx(_components.span,{style:{color:`#1F2328`,\"--shiki-dark\":`#D4D4D4`},children:`: f.hardware_properties.gpu_count,`})]}),`\n`,_jsx(_components.span,{className:`line`,children:_jsx(_components.span,{style:{color:`#1F2328`,\"--shiki-dark\":`#D4D4D4`},children:`)`})}),`\n`,_jsxs(_components.span,{className:`line`,children:[_jsx(_components.span,{style:{color:`#0550AE`,\"--shiki-dark\":`#DCDCAA`},children:`print`}),_jsx(_components.span,{style:{color:`#1F2328`,\"--shiki-dark\":`#D4D4D4`},children:`(`}),_jsx(_components.span,{style:{color:`#CF222E`,\"--shiki-dark\":`#569CD6`},children:`f`}),_jsx(_components.span,{style:{color:`#0A3069`,\"--shiki-dark\":`#CE9178`},children:`\"Flavor: `}),_jsx(_components.span,{style:{color:`#CF222E`,\"--shiki-dark\":`#569CD6`},children:`{`}),_jsx(_components.span,{style:{color:`#1F2328`,\"--shiki-dark\":`#D4D4D4`},children:`flavor.name`}),_jsx(_components.span,{style:{color:`#CF222E`,\"--shiki-dark\":`#569CD6`},children:`}`}),_jsx(_components.span,{style:{color:`#0A3069`,\"--shiki-dark\":`#CE9178`},children:` (`}),_jsx(_components.span,{style:{color:`#CF222E`,\"--shiki-dark\":`#569CD6`},children:`{`}),_jsx(_components.span,{style:{color:`#1F2328`,\"--shiki-dark\":`#D4D4D4`},children:`flavor.hardware_properties.gpu_count`}),_jsx(_components.span,{style:{color:`#CF222E`,\"--shiki-dark\":`#569CD6`},children:`}`}),_jsx(_components.span,{style:{color:`#0A3069`,\"--shiki-dark\":`#CE9178`},children:` GPU(s))\"`}),_jsx(_components.span,{style:{color:`#1F2328`,\"--shiki-dark\":`#D4D4D4`},children:`)`})]}),`\n`,_jsx(_components.span,{className:`line`}),`\n`,_jsx(_components.span,{className:`line`,children:_jsx(_components.span,{style:{color:`#6E7781`,\"--shiki-dark\":`#6A9955`},children:`# Step 2. 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`}),_jsx(_components.span,{style:{color:`#CF222E`,\"--shiki-dark\":`#569CD6`},children:`{`}),_jsx(_components.span,{style:{color:`#1F2328`,\"--shiki-dark\":`#D4D4D4`},children:`cluster.id`}),_jsx(_components.span,{style:{color:`#CF222E`,\"--shiki-dark\":`#569CD6`},children:`}`}),_jsx(_components.span,{style:{color:`#0A3069`,\"--shiki-dark\":`#CE9178`},children:`)\"`}),_jsx(_components.span,{style:{color:`#1F2328`,\"--shiki-dark\":`#D4D4D4`},children:`)`})]}),`\n`,_jsx(_components.span,{className:`line`}),`\n`,_jsx(_components.span,{className:`line`,children:_jsx(_components.span,{style:{color:`#6E7781`,\"--shiki-dark\":`#6A9955`},children:`# Step 4. 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