🛡️ NeMo Safe Synthesizer NVIDIA NeMo Safe Synthesizer creates private, safe versions of sensitive tabular datasets -- entirely synthetic data with no one-to-one mapping to your original records. …

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Environment Variables All environment variables that affect Safe Synthesizer behavior. For runtime errors and OOM issues, see Program Runtime. For output quality and evaluation metrics, see …

Data Synthesis The synthesizer component is the core of the NeMo Safe Synthesizer product. It uses LLM-based fine-tuning to generate realistic synthetic data that maintains the utility of your original …

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Priority Level Medium Task Summary Reduce brittleness and per model required customization by always building examples as strings and call the tokenizer directly. Do not concatenate token ids …