Pre-release
This release is a pre-release and may not be stable for production use.
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-3.5-lightning-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.
1 maintainer
Metadata
1 maintainer
Release files for data-designer-config 1.0.0rc1
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|---|---|---|---|---|
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Total release size: 283.9 kB
Release files / data_designer_config-1.0.0rc1.tar.gz
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