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Each packet contains the packet... prepare datarun aiengine simulator https://run-ai-docs.nvidia.com/self-hosted/reference/cli/runai/runai_training_standard_exec runai training standard exec | Self-hosted | Run:ai Documentation self hostedrun aitrainingstandardexec https://run-ai-docs.nvidia.com/self-hosted/2.22/platform-management/runai-scheduler/resource-optimization/dynamic-fractions Dynamic GPU Fractions | Self-hosted v2.22 | Run:ai Documentation self hostedrun aidynamicgpufractions https://run-ai-docs.nvidia.com/self-hosted/2.24/getting-started/installation Installation | Self-hosted v2.24 | Run:ai Documentation self hostedrun aiinstallationdocumentation https://run-ai-docs.nvidia.com/api/2.25/authentication-and-authorization/org-unit Org unit | REST API v2.25 | Run:ai Documentation rest apirun aiunitdocumentation https://run-ai-docs.nvidia.com/saas/reference/cli/runai/runai_tensorflow_resume runai tensorflow resume | SaaS | Run:ai Documentation run aitensorflowresumesaasdocumentation https://run-ai-docs.nvidia.com/self-hosted/2.24/reference/cli/runai/runai_tensorflow_delete runai tensorflow delete | Self-hosted v2.24 | Run:ai Documentation self hostedrun aitensorflowdeletedocumentation https://run-ai-docs.nvidia.com/self-hosted/2.22/reference/cli/runai/runai_xgboost_attach runai xgboost attach | Self-hosted v2.22 | Run:ai Documentation self hostedrun aixgboostattachdocumentation https://run-ai-docs.nvidia.com/saas/reference/cli/runai/runai_cluster runai cluster | SaaS | Run:ai Documentation run aiclustersaasdocumentation https://run-ai-docs.nvidia.com/saas/reference/cli/runai/runai-workload-exec runai workload exec | SaaS | Run:ai Documentation run aiworkloadexecsaasdocumentation https://run-ai-docs.nvidia.com/self-hosted/2.22/reference/cli/runai/runai_training_jax_logs runai training jax logs | Self-hosted v2.22 | Run:ai Documentation self hostedrun aitrainingjaxlogs 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https://run-ai-docs.nvidia.com/multi-tenant/2.24/getting-started/installation/uninstall Uninstall | Multi-tenant v2.24 | Run:ai Documentation multi tenantrun aiuninstalldocumentation https://run-ai-docs.nvidia.com/self-hosted/reference/cli/runai/runai-inference-nim-bash runai inference nim bash | Self-hosted | Run:ai Documentation self hostedrun aiinferencenimbash https://run-ai-docs.nvidia.com/self-hosted/2.20/reference/cli/runai/runai_training_mpi_suspend runai training mpi suspend | Self-hosted v2.20 | Run:ai Documentation self hostedrun aitrainingmpisuspend https://run-ai-docs.nvidia.com/self-hosted/2.21/reference/cli/runai/runai_training_standard_suspend runai training standard suspend | Self-hosted v2.21 | Run:ai Documentation self hostedrun aitrainingstandardsuspend https://run-ai-docs.nvidia.com/self-hosted/2.24/reference/cli/runai/runai_training_suspend runai training suspend | Self-hosted v2.24 | Run:ai Documentation self hostedrun aitrainingsuspenddocumentation https://run-ai-docs.nvidia.com/saas/reference/cli/runai/runai_login_application runai login application | SaaS | Run:ai Documentation application saasrun aidocumentation https://run-ai-docs.nvidia.com/self-hosted/2.24/platform-management/runai-scheduler/scheduling/default-scheduler Setting the Default Scheduler | Self-hosted v2.24 | Run:ai Documentation self hostedrun aisettingdefaultscheduler https://run-ai-docs.nvidia.com/saas/reference/cli CLI Reference | SaaS | Run:ai Documentation cli referencerun aisaasdocumentation https://run-ai-docs.nvidia.com/self-hosted/2.23/workloads-in-nvidia-run-ai/using-workspaces Experiment Using Workspaces | Self-hosted v2.23 | Run:ai Documentation self hostedrun aiexperimentusingworkspaces https://run-ai-docs.nvidia.com/self-hosted/reference/cli/runai/runai_training_attach runai training attach | Self-hosted | Run:ai Documentation self hostedrun aitrainingattachdocumentation https://run-ai-docs.nvidia.com/self-hosted/reference/cli/runai/runai_config_generate runai config generate | Self-hosted | Run:ai Documentation self hostedrun aiconfiggeneratedocumentation https://run-ai-docs.nvidia.com/api/2.22/getting-started/how-to-authenticate-to-the-api How to Authenticate to the API | REST API v2.22 | Run:ai Documentation how to authenticateapi restrun ai https://run-ai-docs.nvidia.com/self-hosted/reference/cli/runai/runai-inference-nim-port-forward runai inference nim port-forward | Self-hosted | Run:ai Documentation port forwardself hostedrun aiinferencenim https://run-ai-docs.nvidia.com/self-hosted/2.24/reference/cli/runai/runai_upgrade runai upgrade | Self-hosted v2.24 | Run:ai Documentation self hostedrun aiupgradedocumentation https://run-ai-docs.nvidia.com/self-hosted/2.20/reference/cli/runai/runai_report_metrics runai report metrics | Self-hosted v2.20 | Run:ai Documentation self hostedrun aireportmetricsdocumentation 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https://run-ai-docs.nvidia.com/self-hosted/2.24/reference/cli/runai/runai-inference-distributed-list runai inference distributed list | Self-hosted v2.24 | Run:ai Documentation self hostedrun aiinferencedistributedlist https://run-ai-docs.nvidia.com/self-hosted/2.22/reference/cli/runai/runai_training_jax_describe runai training jax describe | Self-hosted v2.22 | Run:ai Documentation self hostedrun aitrainingjaxdescribe https://run-ai-docs.nvidia.com/self-hosted/2.24/workloads-in-nvidia-run-ai/assets/data-volumes Data Volumes | Self-hosted v2.24 | Run:ai Documentation self hostedrun aidatavolumesdocumentation https://run-ai-docs.nvidia.com/self-hosted/2.21/reference/cli/runai/runai_jax_delete runai jax delete | Self-hosted v2.21 | Run:ai Documentation self hostedrun aijaxdeletedocumentation https://run-ai-docs.nvidia.com/saas/reference/cli/runai/runai_mpi runai mpi | SaaS | Run:ai Documentation run aimpisaasdocumentation https://run-ai-docs.nvidia.com/self-hosted/2.21/reference/cli/runai/runai_training_jax_logs runai training jax logs | Self-hosted v2.21 | Run:ai Documentation self hostedrun aitrainingjaxlogs https://run-ai-docs.nvidia.com/self-hosted/2.22/reference/cli/runai/runai_report_metrics_config runai report metrics config | Self-hosted v2.22 | Run:ai Documentation self hostedrun aireportmetricsconfig https://run-ai-docs.nvidia.com/self-hosted/2.22/workloads-in-nvidia-run-ai/workload-templates/training-templates/standard-training-templates Standard Training Templates | Self-hosted v2.22 | Run:ai Documentation training templatesself hostedstandardrundocumentation https://run-ai-docs.nvidia.com/self-hosted/2.24/reference/cli/runai/runai_xgboost_delete runai xgboost delete | Self-hosted v2.24 | Run:ai Documentation self hostedrun aixgboostdeletedocumentation https://run-ai-docs.nvidia.com/api/2.21/workload-assets/hostpath HostPath | REST API v2.21 | Run:ai Documentation rest apirun aidocumentation https://run-ai-docs.nvidia.com/self-hosted/reference/cli/runai/runai_training_bash runai training bash | Self-hosted | Run:ai Documentation self hostedrun aitrainingbashdocumentation https://run-ai-docs.nvidia.com/self-hosted/2.24/reference/cli/runai/runai_tensorflow_submit runai tensorflow submit | Self-hosted v2.24 | Run:ai Documentation self hostedrun aitensorflowsubmitdocumentation https://run-ai-docs.nvidia.com/self-hosted/2.24/platform-management/runai-scheduler/scheduling/how-the-scheduler-works How the Scheduler Works | Self-hosted v2.24 | Run:ai Documentation the schedulerself hostedrun aiworks https://run-ai-docs.nvidia.com/saas/reference/cli/runai/runai-template-describe runai template describe | SaaS | Run:ai Documentation run aitemplatedescribesaasdocumentation https://run-ai-docs.nvidia.com/self-hosted/2.24/getting-started/installation/install-using-helm/install-control-plane Install the Control Plane | Self-hosted v2.24 | Run:ai Documentation control planeself hostedrun aiinstall https://run-ai-docs.nvidia.com/saas/reference/cli/runai/runai-inference-standard runai inference standard | SaaS | Run:ai Documentation run aiinferencestandardsaasdocumentation https://run-ai-docs.nvidia.com/self-hosted/2.24/platform-management/runai-scheduler/scheduling Scheduling | Self-hosted v2.24 | Run:ai Documentation self hostedrun aischedulingdocumentation https://run-ai-docs.nvidia.com/api/2.24/workloads/trainings Trainings | REST API v2.24 | Run:ai Documentation rest apirun aitrainingsdocumentation https://run-ai-docs.nvidia.com/multi-tenant-api/2.24/authentication-and-authorization/user-applications User Applications | Multi-tenant REST API v2.24 | Run:ai Documentation user applicationsmulti tenantrest apirun ai https://run-ai-docs.nvidia.com/self-hosted/workloads-in-nvidia-run-ai/using-workspaces/running-workspace Running Workspaces | Self-hosted | Run:ai Documentation self hostedrun airunningworkspacesdocumentation 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https://run-ai-docs.nvidia.com/self-hosted/2.24/workloads-in-nvidia-run-ai/workload-types/extending-workload-support/defining-a-resource-interface Defining a Resource Interface | Self-hosted v2.24 | Run:ai Documentation a resourceself hostedrun aidefininginterface https://www.aibackends.com/ AIBackends - Run AI Locally Ready-made AI tasks and workflows with first-class local model runtimes. Run on Llama.cpp and HuggingFace Transformers. No data leaves the box. run ailocally https://run-ai-docs.nvidia.com/api/2.22/organizations/nodepools NodePools | REST API v2.22 | Run:ai Documentation rest apirun aidocumentation https://run-ai-docs.nvidia.com/saas/reference/cli/runai/runai_training_xgboost runai training xgboost | SaaS | Run:ai Documentation run aitrainingxgboostsaasdocumentation https://run-ai-docs.nvidia.com/self-hosted/2.21/reference/cli/runai/runai_training_mpi_submit runai training mpi submit | Self-hosted v2.21 | Run:ai Documentation self hostedrun aitrainingmpisubmit https://run-ai-docs.nvidia.com/api/2.23/organizations/clusters Clusters | REST API v2.23 | Run:ai Documentation rest apirun aiclustersdocumentation https://run-ai-docs.nvidia.com/self-hosted/2.23/reference/cli/runai/runai_report_metrics_clear runai report metrics clear | Self-hosted v2.23 | Run:ai Documentation self hostedrun aireportmetricsclear https://run-ai-docs.nvidia.com/self-hosted/2.24/reference/cli/runai/runai_training_mpi_delete runai training mpi delete | Self-hosted v2.24 | Run:ai Documentation self hostedrun aitrainingmpidelete https://run-ai-docs.nvidia.com/self-hosted/2.20/reference/cli/runai/runai_mpi_submit runai mpi submit | Self-hosted v2.20 | Run:ai Documentation self hostedrun aimpisubmitdocumentation https://run-ai-docs.nvidia.com/self-hosted/2.20/reference/cli/runai/runai_training_tensorflow runai training tensorflow | Self-hosted v2.20 | Run:ai Documentation self hostedrun aitrainingtensorflowdocumentation https://run-ai-docs.nvidia.com/self-hosted/2.24/infrastructure-setup/authentication/service-accounts Service Accounts (formerly applications) | Self-hosted v2.24 | Run:ai Documentation service accountsself hostedrun aiformerlyapplications https://run-ai-docs.nvidia.com/self-hosted/2.22/reference/cli/runai/runai_workspace_suspend runai workspace suspend | Self-hosted v2.22 | Run:ai Documentation self hostedrun aiworkspacesuspenddocumentation https://run-ai-docs.nvidia.com/self-hosted/2.22/reference/cli/runai/runai_training_mpi_logs runai training mpi logs | Self-hosted v2.22 | Run:ai Documentation self hostedrun aitrainingmpilogs https://run-ai-docs.nvidia.com/self-hosted/2.21/reference/cli/runai/runai_jax_port-forward runai jax port-forward | Self-hosted v2.21 | Run:ai Documentation port forwardself hostedrun aijax https://run-ai-docs.nvidia.com/api/2.24/workload-assets/storage-classes Storage Classes | REST API v2.24 | Run:ai Documentation storage classesrest apirun aidocumentation https://run-ai-docs.nvidia.com/saas/getting-started/installation/install-using-helm/control-plane-tenant Create and Access the Control Plane Tenant | SaaS | Run:ai Documentation access thecontrol planerun aicreate https://run-ai-docs.nvidia.com/self-hosted/2.22/reference/cli/runai/runai_xgboost runai xgboost | Self-hosted v2.22 | Run:ai Documentation self hostedrun aixgboostdocumentation https://run-ai-docs.nvidia.com/self-hosted/reference/cli/runai/runai-my-credential runai my-credential | Self-hosted | Run:ai Documentation self hostedrun aicredentialdocumentation https://run-ai-docs.nvidia.com/self-hosted/2.21/reference/cli/runai/runai_training_mpi_resume runai training mpi resume | Self-hosted v2.21 | Run:ai Documentation self hostedrun aitrainingmpiresume https://run-ai-docs.nvidia.com/multi-tenant/2.24/infrastructure-setup/authentication-and-authorization/roles Roles | Multi-tenant v2.24 | Run:ai Documentation multi tenantrun airolesdocumentation https://run-ai-docs.nvidia.com/multi-tenant/2.23/infrastructure-setup/procedures/nodes-maintenance Nodes Maintenance | Multi-tenant v2.23 | Run:ai Documentation multi tenantrun ainodesmaintenancedocumentation https://run-ai-docs.nvidia.com/api/2.24/getting-started/how-to-authenticate-to-the-api How to Authenticate to the API | REST API v2.24 | Run:ai Documentation how to authenticateapi restrun ai https://run-ai-docs.nvidia.com/self-hosted/2.24/workloads-in-nvidia-run-ai/using-workspaces Experiment Using Workspaces | Self-hosted v2.24 | Run:ai Documentation self hostedrun aiexperimentusingworkspaces https://run-ai-docs.nvidia.com/self-hosted/2.22/reference/cli/runai/runai_training_mpi_resume runai training mpi resume | Self-hosted v2.22 | Run:ai Documentation self hostedrun aitrainingmpiresume https://run-ai-docs.nvidia.com/api/2.23/authentication-and-authorization/users Users | REST API v2.23 | Run:ai Documentation rest apirun aiusersdocumentation https://run-ai-docs.nvidia.com/saas/reference/cli/runai/runai_training_mpi_resume runai training mpi resume | SaaS | Run:ai Documentation run aitrainingmpiresumesaas