Job Results#
Access and manage NeMo Safe Synthesizer job outputs including synthetic datasets, evaluation reports, and privacy analysis results.
After a NeMo Safe Synthesizer job completes, it generates various result artifacts depending on your job configuration:
Synthetic Datasets: Private synthetic data in the same format as your original data
Evaluation Reports: Comprehensive quality and privacy assessment metrics
PII Redaction Results: Datasets with personally identifiable information replaced
Privacy Analysis: Detailed reports on privacy guarantees and risk assessments
Each result has a unique result_name and you can access it through both REST API endpoints and the Python SDK.
Result Lifecycle#
Results become available when your job reaches the completed status. You can:
List all results for a job to see what outputs are available
Get metadata for specific results to understand their content and properties
Download artifacts to access the actual data files and reports
Results remain accessible as long as the parent job exists in the system.
Common Result Types#
Result Type |
Description |
File Formats |
|---|---|---|
Synthetic Data |
Private synthetic data that maintains statistical properties while protecting individual privacy |
CSV, Parquet, JSON |
Evaluation Reports |
Quality metrics, privacy assessments, and statistical comparisons between original and synthetic data |
JSON, HTML, PDF |
PII Redaction |
Datasets with sensitive information detected and replaced while maintaining data utility |
CSV, Parquet, JSON |
Privacy Analysis |
Detailed privacy guarantee reports including differential privacy parameters and risk assessments |
JSON, PDF |
Working with Results#
Choose the operation that matches your needs:
List all available results for a completed job to see what outputs are ready for download.
Retrieve detailed metadata for a specific result artifact to understand its properties before downloading.
Download result artifacts to access synthetic datasets, evaluation reports, and privacy analysis.