nemo_microservices.types.data_designer.data_designer_job_config#

Module Contents#

Classes#

API#

class nemo_microservices.types.data_designer.data_designer_job_config.DataDesignerJobConfig(/, **data: Any)#

Bases: nemo_microservices._models.BaseModel

config: nemo_microservices.types.data_designer.data_designer_config.DataDesignerConfig#

None

Configuration for NeMo Data Designer.

This class defines the main configuration structure for NeMo Data Designer, which orchestrates the generation of synthetic data.

Attributes: columns: Required list of column configurations defining how each column should be generated. Must contain at least one column. model_configs: Optional list of model configurations for LLM-based generation. Each model config defines the model, provider, and inference parameters. seed_config: Optional seed dataset settings to use for generation. constraints: Optional list of column constraints. profilers: Optional list of column profilers for analyzing generated data characteristics.

num_records: int#

None