FASTGEN uses an LLM to infer per-field distributions and generate reusable Python sampling scripts, cutting token cost by 60x at 10,000 records while approximately matching direct-generation quality on several metrics.
Openfema data sets, 2025
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FASTGEN: Fast and Cost-Effective Synthetic Tabular Data Generation with LLMs
FASTGEN uses an LLM to infer per-field distributions and generate reusable Python sampling scripts, cutting token cost by 60x at 10,000 records while approximately matching direct-generation quality on several metrics.