> For clean Markdown of any page, append .md to the page URL.
> For a complete documentation index, see https://docs.nvidia.com/sdgm/kumo-engine/resources/llms.txt.
> For AI client integration (Claude Code, Cursor, etc.), connect to the MCP server at https://docs.nvidia.com/sdgm/_mcp/server.

# Resources

## Docs

- [Release Notes for Kumo Engine](https://docs.nvidia.com/sdgm/kumo-engine/resources/release-notes.md): Published Kumo Engine releases, compatibility information, and known-issue references.
- [Kumo Engine Benchmarks](https://docs.nvidia.com/sdgm/kumo-engine/resources/benchmarks.md): Measured context-generation, training, and batch-prediction performance, with datasets, hardware, and comparison scope.
- [Infrastructure Scaling](https://docs.nvidia.com/sdgm/kumo-engine/resources/infrastructure-scaling.md): Measured workflow and stage timings as table count, relationship layout, row volume, and feature width grow on one g6e.8xlarge.