> For clean Markdown of any page, append .md to the page URL.
> For a complete documentation index, see https://docs.nvidia.com/nemo/curator/v25.09/reference/llms.txt.
> For AI client integration (Claude Code, Cursor, etc.), connect to the MCP server at https://docs.nvidia.com/nemo/curator/_mcp/server.

# Reference

## Docs

- [Infrastructure References](https://docs.nvidia.com/nemo/curator/v25.09/reference/infra.md): Technical reference for NeMo Curator's infrastructure components including distributed computing, memory management, and GPU acceleration
- [Memory Management Guide](https://docs.nvidia.com/nemo/curator/v25.09/reference/infra/memory-management.md): Strategies and best practices for managing memory when processing large datasets with NeMo Curator
- [GPU Processing Guide](https://docs.nvidia.com/nemo/curator/v25.09/reference/infra/gpu-processing.md): Guide to leveraging NVIDIA GPU acceleration in NeMo Curator for faster data processing and memory optimization
- [Resumable Processing](https://docs.nvidia.com/nemo/curator/v25.09/reference/infra/resumable-processing.md): Implementation guide for resumable processing to handle interrupted large-scale data operations in NeMo Curator
- [Pipeline Execution Backends](https://docs.nvidia.com/nemo/curator/v25.09/reference/infra/execution-backends.md): Choose and configure execution backends for NeMo Curator pipelines
- [Container Environments](https://docs.nvidia.com/nemo/curator/v25.09/reference/infra/container-environments.md): Reference documentation for container environments, configurations, and deployment variables in NeMo Curator
- [NVIDIA AI Ecosystem: Related Tools](https://docs.nvidia.com/nemo/curator/v25.09/reference/related-tools.md): Overview of NVIDIA AI ecosystem tools that integrate with NeMo Curator for end-to-end model development workflows


> **Note:** This page contains both a page directory (above) and the landing page content (below). The page directory is generated for agent use and does not appear on the landing page.

> For clean Markdown of any page, append .md to the page URL.
> For a complete documentation index, see https://docs.nvidia.com/nemo/curator/v25.09/reference/llms.txt.
> For AI client integration (Claude Code, Cursor, etc.), connect to the MCP server at https://docs.nvidia.com/nemo/curator/_mcp/server.

# References

> Comprehensive technical reference for NeMo Curator APIs, infrastructure components, and integration tools

NeMo Curator's reference documentation provides comprehensive technical details, API references, and integration information to help you maximize your NeMo Curator implementation. Use these resources to understand the technical foundation of NeMo Curator and integrate it with other tools and systems.

## API Quicklinks

Quickly access core NeMo Curator API references. Use these links to jump directly to the technical API documentation for each major module.

#### [Pipeline](/api/reference/api-reference/pipeline)

Main orchestrator for executing sequences of processing stages

#### [ProcessingStage](/api/reference/api-reference/processing-stage)

Base class for all data processing stages

#### [CompositeStage](/api/reference/api-reference/composite-stage)

High-level stages that decompose into multiple execution stages

#### [Resources](/api/reference/api-reference/resources)

CPU and GPU resource configuration for stages

#### [Tasks](/api/reference/api-reference)

Task types for text, image, video, and audio processing

#### [Executors](/api/reference/api-reference/executors/xenna-executor)

Execution backends for running pipelines

## Infrastructure Components

Explore the foundational infrastructure that powers NeMo Curator. Learn how to scale, optimize, and manage large data workflows efficiently.

#### [Memory Management](/reference/infra/memory-management)

Optimize memory usage when processing large datasets

#### [GPU Acceleration](/reference/infra/gpu-processing)

Leverage NVIDIA GPUs for faster data processing

#### [Resumable Processing](/reference/infra/resumable-processing)

Continue interrupted operations across large datasets

## Integration & Tools

Discover related tools and integrations in the NVIDIA AI ecosystem that complement NeMo Curator, enabling seamless workflows from data curation to model training and deployment.

#### [Related Tools](/reference/related-tools)

Learn about complementary tools in the NVIDIA ecosystem