Dev trains own PII detector on Nemotron, says off-the-shelf models aren't good enough

HankYeomans · x · 2026-10-16

Developer Hank Yeomans shares how he built his own PII detector: he started with ONNX and GLiNER plus off-the-shelf PII datasets, then moved to Nemotron after joining NVIDIA Inception and discovering the Nemotron PII dataset. Believing off-the-shelf options fall short and the good stuff is locked behind commercial products, he is now fine-tuning Nemotron as a base with his own corpus — still refining and open to better alternatives.

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