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nemo_microservices.types.beta.safe_synthesizer.safe_synthesizer_job_config_param#

Module Contents#

Classes#

SafeSynthesizerJobConfigParam

API#

class nemo_microservices.types.beta.safe_synthesizer.safe_synthesizer_job_config_param.SafeSynthesizerJobConfigParam#

Bases: typing_extensions.TypedDict

config: typing_extensions.Required[nemo_microservices.types.beta.safe_synthesizer.safe_synthesizer_parameters_param.SafeSynthesizerParametersParam]#

None

Main configuration class for the Safe Synthesizer pipeline.

This is the top-level configuration class that orchestrates all aspects of synthetic data generation including training, generation, privacy, evaluation, and data handling. It provides validation to ensure parameter compatibility.

Attributes: data: Data parameters. replace_pii: PII replacement parameters. training: Training parameters. generation: Generation parameters. privacy: Privacy parameters. evaluation: Evaluation parameters. enable_synthesis: Enable synthesizing new data by training a model. enable_replace_pii: Enable replacing PII in the data.

data_source: typing_extensions.Required[str]#

None