data-designer-config

Configuration layer for NeMo Data Designer synthetic data generation framework.

This package provides the configuration API for defining synthetic data generation pipelines. It's a lightweight dependency that can be used standalone for configuration management.

Installation

pip install data-designer-config

Usage

import data_designer.config as dd

# Initialize config builder with model config(s)
config_builder = dd.DataDesignerConfigBuilder(
    model_configs=[
        dd.ModelConfig(
            alias="my-model",
            model="nvidia/nemotron-3-nano-30b-a3b",
            provider="nvidia",
            inference_parameters=dd.ChatCompletionInferenceParams(temperature=0.7),
        ),
    ]
)

# Add columns
config_builder.add_column(
    dd.SamplerColumnConfig(
        name="user_id",
        sampler_type=dd.SamplerType.UUID,
        params=dd.UUIDSamplerParams(prefix="user-"),
    )
)
config_builder.add_column(
    dd.LLMTextColumnConfig(
        name="description",
        prompt="Write a product description",
        model_alias="my-model",
    )
)

# Build configuration
config = config_builder.build()

See main README.md for more information.

Release files for data-designer-config 0.8.0

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Source distribution (sdist)

Source distribution for data-designer-config 0.8.0
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Built distribution (wheel)

Table of built distributions (wheels) for data-designer-config 0.8.0
File	Interpreter	ABI	Platform	Reset
data_designer_config-0.8.0-py3-none-any.whl 128.5 kB Jul 15, 2026	Python 3	none	any	Details

Total release size: 279.4 kB

Release files / data_designer_config-0.8.0.tar.gz

Download URL	data_designer_config-0.8.0.tar.gz
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Release files / data_designer_config-0.8.0-py3-none-any.whl

Download URL	data_designer_config-0.8.0-py3-none-any.whl
Size	128.5 kB
Tags	Python 3
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Uploaded via	`twine/6.2.0 CPython/3.11.9`