> For the complete documentation index, see [llms.txt](https://run-ai-docs.nvidia.com/llms.txt). Markdown versions of documentation pages are available by appending `.md` to page URLs; this page is available as [Markdown](https://run-ai-docs.nvidia.com/saas/resources/videos.md).

# Videos

Explore NVIDIA Run:ai product videos, demos, and walkthroughs covering key platform workflows and capabilities.

{% hint style="info" %}
**Note**\
\
Videos may have been recorded using earlier versions of NVIDIA Run:ai. Product screens, features, and workflows may differ in newer releases. For the latest guidance, refer to the current documentation.
{% endhint %}

<table data-view="cards"><thead><tr><th></th><th data-hidden data-card-target data-type="content-ref"></th><th data-hidden data-card-cover data-type="image">Cover image</th></tr></thead><tbody><tr><td><h4>Platform Overview</h4></td><td><a href="/saas/resources/videos/platform-overview.md">Platform Overview</a></td><td><a href="https://3278325112-files.gitbook.io/~/files/v0/b/gitbook-x-prod.appspot.com/o/spaces%2FLiY1aIqfxD3a58ufUYOM%2Fuploads%2Fgit-blob-a3b7e806d3cffc1743a3dc2a9423cf495b6b44d2%2FPlatform%20Overview.png?alt=media">Platform Overview.png</a></td></tr><tr><td><h4>How to Run a Jupyter Notebook using Workspaces</h4></td><td><a href="/saas/resources/videos/how-to-run-a-jupyter-notebook-using-workspaces.md">How to Run a Jupyter Notebook Using Workspaces</a></td><td><a href="https://3278325112-files.gitbook.io/~/files/v0/b/gitbook-x-prod.appspot.com/o/spaces%2FLiY1aIqfxD3a58ufUYOM%2Fuploads%2Fgit-blob-a1753d1a57a2d2fab3fc299dc5d898294fe7ea8b%2FScreenshot%202026-05-29%20at%209.30.07%E2%80%AFAM.png?alt=media">Screenshot 2026-05-29 at 9.30.07 AM.png</a></td></tr><tr><td><h4>How to Run a Standard Training Job</h4></td><td><a href="/saas/resources/videos/how-to-run-a-standard-training-job.md">How to Run a Standard Training Job</a></td><td><a href="https://3278325112-files.gitbook.io/~/files/v0/b/gitbook-x-prod.appspot.com/o/spaces%2FLiY1aIqfxD3a58ufUYOM%2Fuploads%2Fgit-blob-770173e3d2c5fa9ede0e725ba6677ee22887b7c3%2FStandard%20Training.png?alt=media">Standard Training.png</a></td></tr><tr><td><h4>How to Run a Nemo Training Job</h4></td><td><a href="/saas/resources/videos/how-to-run-a-nemo-training-job.md">How to Run a Nemo Training Job</a></td><td><a href="https://3278325112-files.gitbook.io/~/files/v0/b/gitbook-x-prod.appspot.com/o/spaces%2FLiY1aIqfxD3a58ufUYOM%2Fuploads%2Fgit-blob-e60ac7b96ddbaaf2dd86cab58ed929bdb42aff63%2FHow%20to%20Run%20a%20Nemo%20training%20Job.png?alt=media">How to Run a Nemo training Job.png</a></td></tr><tr><td><h4>How to Deploy NVIDIA NIM Inference</h4></td><td><a href="/saas/resources/videos/how-to-deploy-nvidia-nim-inference.md">How to Deploy NVIDIA NIM Inference</a></td><td><a href="https://3278325112-files.gitbook.io/~/files/v0/b/gitbook-x-prod.appspot.com/o/spaces%2FLiY1aIqfxD3a58ufUYOM%2Fuploads%2Fgit-blob-b7511b705a165a296efdb26e21e89d5ee00ab980%2FNIM.png?alt=media">NIM.png</a></td></tr><tr><td><h4>How to Deploy Dynamo Inference Pipelines</h4></td><td><a href="/saas/resources/videos/how-to-deploy-dynamo-inference-pipelines.md">How to Deploy Dynamo Inference Pipelines</a></td><td><a href="https://3278325112-files.gitbook.io/~/files/v0/b/gitbook-x-prod.appspot.com/o/spaces%2FLiY1aIqfxD3a58ufUYOM%2Fuploads%2Fgit-blob-488747cfb622ed0a364e6c59ae69dda327da187e%2FDynamo.png?alt=media">Dynamo.png</a></td></tr><tr><td><h4>How to Allocate GPU Resources Across Teams</h4></td><td><a href="/saas/resources/videos/how-to-allocate-gpu-resources-across-teams.md">How to Allocate GPU Resources Across Teams</a></td><td><a href="https://3278325112-files.gitbook.io/~/files/v0/b/gitbook-x-prod.appspot.com/o/spaces%2FLiY1aIqfxD3a58ufUYOM%2Fuploads%2Fgit-blob-ec0388b47a78de78e3681d5555cc10178d83fc12%2FAllocate%20GPU%20Resources.png?alt=media">Allocate GPU Resources.png</a></td></tr><tr><td><h4>How to Run a Custom Inference Workload</h4></td><td><a href="/saas/resources/videos/how-to-run-a-custom-inference-workload.md">How to Run a Custom Inference Workload</a></td><td><a href="https://3278325112-files.gitbook.io/~/files/v0/b/gitbook-x-prod.appspot.com/o/spaces%2FLiY1aIqfxD3a58ufUYOM%2Fuploads%2Fgit-blob-d2fd9282e76c8836b6058cfcc10433e1809377cc%2FCustom%20Inference.png?alt=media">Custom Inference.png</a></td></tr><tr><td><h4>Topology-Aware GPU Scheduling</h4></td><td><a href="/saas/resources/videos/topology-aware-gpu-scheduling.md">Topology-Aware GPU Scheduling</a></td><td><a href="https://3278325112-files.gitbook.io/~/files/v0/b/gitbook-x-prod.appspot.com/o/spaces%2FLiY1aIqfxD3a58ufUYOM%2Fuploads%2Fgit-blob-379a00cac419c69a913b1eca267033a4627a8ec5%2FTopology.png?alt=media">Topology.png</a></td></tr><tr><td><h4>Deploy and Manage NVIDIA RAG Blueprint</h4></td><td><a href="/saas/resources/videos/deploy-and-manage-nvidia-rag-blueprint.md">Deploy and Manage NVIDIA RAG Blueprint</a></td><td><a href="https://3278325112-files.gitbook.io/~/files/v0/b/gitbook-x-prod.appspot.com/o/spaces%2FLiY1aIqfxD3a58ufUYOM%2Fuploads%2Fgit-blob-3a396652bd59fbc435d0b898b7b4984496d613dd%2FRAG%20Blueprint.png?alt=media">RAG Blueprint.png</a></td></tr><tr><td><h4>How to Create an AI Application</h4></td><td><a href="/saas/resources/videos/how-to-create-an-ai-application.md">How to Create an AI Application</a></td><td><a href="https://3278325112-files.gitbook.io/~/files/v0/b/gitbook-x-prod.appspot.com/o/spaces%2FLiY1aIqfxD3a58ufUYOM%2Fuploads%2Fgit-blob-d440014ef410dbd487633c0d213ef2b104040c3d%2FAI%20Application.png?alt=media">AI Application.png</a></td></tr><tr><td><h4>Over-Quota GPU Usage with Fairness and Preemption</h4></td><td><a href="/saas/resources/videos/over-quota-gpu-usage-with-fairness-and-preemption.md">Over-Quota GPU Usage with Fairness and Preemption</a></td><td><a href="https://3278325112-files.gitbook.io/~/files/v0/b/gitbook-x-prod.appspot.com/o/spaces%2FLiY1aIqfxD3a58ufUYOM%2Fuploads%2Fgit-blob-b5b7bf8a794da3cd21eae5b1f7777cac80217e6f%2FOver-Quota.png?alt=media">Over-Quota.png</a></td></tr><tr><td><h4>How to Run a Distributed Training Job</h4></td><td><a href="/saas/resources/videos/how-to-run-a-distributed-training-job.md">How to Run a Distributed Training Job</a></td><td><a href="https://3278325112-files.gitbook.io/~/files/v0/b/gitbook-x-prod.appspot.com/o/spaces%2FLiY1aIqfxD3a58ufUYOM%2Fuploads%2Fgit-blob-8541896f29e3e85efa41c9b9525d67fbc7e14f18%2FDistributed%20Training.png?alt=media">Distributed Training.png</a></td></tr><tr><td><h4>NVIDIA Run:ai on NVIDIA NVL72</h4></td><td><a href="/saas/resources/videos/nvidia-run-ai-on-nvidia-nvl72.md">NVIDIA Run:ai on NVIDIA NVL72</a></td><td><a href="https://3278325112-files.gitbook.io/~/files/v0/b/gitbook-x-prod.appspot.com/o/spaces%2FLiY1aIqfxD3a58ufUYOM%2Fuploads%2Fgit-blob-d11a4dc98dbc447e411499d044763ac1820b79ab%2FScreenshot%202026-06-25%20at%201.11.53%E2%80%AFPM.png?alt=media">Screenshot 2026-06-25 at 1.11.53 PM.png</a></td></tr><tr><td><h4>Simplify AI Workload Submission with Workload Assets</h4></td><td><a href="/saas/resources/videos/simplify-ai-workload-submission-with-workload-assets.md">Simplify AI Workload Submission with Workload Assets</a></td><td><a href="https://3278325112-files.gitbook.io/~/files/v0/b/gitbook-x-prod.appspot.com/o/spaces%2FLiY1aIqfxD3a58ufUYOM%2Fuploads%2Fgit-blob-714c26d99db64aab7018da51fab329be28069264%2FScreenshot%202026-06-25%20at%201.12.35%E2%80%AFPM.png?alt=media">Screenshot 2026-06-25 at 1.12.35 PM.png</a></td></tr><tr><td><h4>Create and Reuse Workload Templates</h4></td><td><a href="/saas/resources/videos/create-and-reuse-workload-templates.md">Create and Reuse Workload Templates</a></td><td><a href="https://3278325112-files.gitbook.io/~/files/v0/b/gitbook-x-prod.appspot.com/o/spaces%2FLiY1aIqfxD3a58ufUYOM%2Fuploads%2Fgit-blob-73cbc523e0699c9c87c9a60ae714886af696301e%2FScreenshot%202026-06-25%20at%201.12.45%E2%80%AFPM.png?alt=media">Screenshot 2026-06-25 at 1.12.45 PM.png</a></td></tr><tr><td><h4>Monitor GPU Usage and Platform Health</h4></td><td><a href="/saas/resources/videos/monitor-gpu-usage-and-platform-health.md">Monitor GPU Usage and Platform Health</a></td><td><a href="https://3278325112-files.gitbook.io/~/files/v0/b/gitbook-x-prod.appspot.com/o/spaces%2FLiY1aIqfxD3a58ufUYOM%2Fuploads%2Fgit-blob-845996534df3a714d4563487022880107fbcbc58%2FScreenshot%202026-06-25%20at%201.12.55%E2%80%AFPM.png?alt=media">Screenshot 2026-06-25 at 1.12.55 PM.png</a></td></tr></tbody></table>


---

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