For AI agents: a documentation index is available at the root level at /llms.txt and /llms-full.txt. Append /llms.txt to any URL for a page-level index, or .md for the markdown version of any page.
  • Getting Started
    • Welcome
    • Contributing
  • Concepts
    • Columns
    • Seed Datasets
    • Agent Rollout Ingestion
    • Custom Columns
    • Validators
    • Processors
    • Person Sampling
    • Traces
    • Architecture & Performance
    • Deployment Options
    • Security
  • Tutorials
    • Overview
    • The Basics
    • Structured Outputs, Jinja Expressions, and Conditional Generation
    • Seeding with an External Dataset
    • Providing Images as Context
    • Generating Images
    • Image-to-Image Editing
  • Recipes
    • Recipe Cards
  • Plugins
    • Overview
    • Example Plugin
    • FileSystemSeedReader Plugins
    • Discover
  • Code Reference
    • Overview
      • Overview
      • models
      • mcp
      • column_configs
      • config_builder
      • data_designer_config
      • run_config
      • sampler_params
      • validator_params
      • seeds
      • processors
      • analysis
      • Config API
        • Analysis
        • Base
        • Column Configs
        • Column Types
        • Config Builder
        • Custom Column
        • Data Designer Config
        • Dataset Metadata
        • Default Model Settings
        • Errors
        • Exportable Config
        • Fingerprint
        • Interface
        • Mcp
        • Models
        • Preview Results
        • Processor Types
        • Processors
        • Run Config
        • Sampler Constraints
        • Sampler Params
        • Seed
        • Seed Source
        • Seed Source Dataframe
        • Seed Source Types
        • Testing
        • Utils
          • Code Lang
          • Constants
          • Errors
          • Image Helpers
          • Info
          • Io Helpers
          • Misc
          • Numerical Helpers
          • Trace Renderer
          • Trace Type
          • Type Helpers
          • Visualization
          • Warning Helpers
        • Validator Params
        • Version
  • Dev Notes
    • Overview
    • Have It Your Way
    • VLM Long Document Understanding
    • Push Datasets to Hugging Face Hub
    • Text-to-SQL for Nemotron Super
    • Async All the Way Down
    • Owning the Model Stack
NVIDIANVIDIA
Developer-friendly docs for your API
Privacy Policy | Your Privacy Choices | Terms of Service | Accessibility | Corporate Policies | Product Security | Contact

Copyright © 2026, NVIDIA Corporation.

LogoLogoNeMo Data Designer
On this page
  • Submodules
Code ReferenceConfigConfig API

data_designer.config.utils

||View as Markdown|

Submodules

  • misc
  • errors
  • constants
  • numerical_helpers
  • visualization
  • warning_helpers - Helpers for emitting warnings that attribute correctly to user code…
  • code_lang
  • trace_type
  • type_helpers
  • io_helpers
  • info
  • trace_renderer
  • image_helpers - Helper utilities for working with images.
Previous

Fixtures

Next

Code Lang