CalibratedDecisions.

Post · Data & extraction

Open JEV DeBERTa V3 Large

A text classifier that returns typed decisions, not labels alone.

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Hugging Models @HuggingModels

Meet Open JEV DeBERTa V3 Large: a text classification model that doesn't just label, it makes typed decisions. Calibrated, open, and built for real-world trust. Here's why this model is turning heads.

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The decision Jev makes

Keep or drop a row, assign a label, or select one field value at a time.

Where it fits

Putting Jev next to the data: filtering rows with plain-English conditions, classifying records, labelling datasets and pulling structure out of text one small decision at a time. All 98 data & extraction projects →

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