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AI · arxiv.org · Thursday, 17 September 2026

A Config File Turns Synthetic Data Into a Reproducible Pipeline

Synthetic data work often breaks down into opaque scripts and one-off prompts. NeMo Data Designer replaces that sprawl with an inspectable declarative spec for text, code, structured outputs, images, embeddings, and statistical samplers, then adds preview-and-revise loops, dependency scheduling, retries, and plugins. The payoff is a workflow humans and agents can share, audit, and rerun across multimodal datasets.

Read the source: arxiv.org ↗In the 17 September issue →