system-one-gold
deberta-v3-xsmall-zeroshot-v1.1-all-33 fine-tuned to return typed decisions, 71M parameters.
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What this is
system-one-gold is a typed-decision model: given a document and a closed set of options, it returns one of those options with a probability across the whole set rather than free text.
A public number is a shortlist, not a decision
The only benchmark that settles which model you ship is one built from your own historical decisions. We freeze that test set, run the candidates against it, and hand back the threshold your error budget supports.