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nli

3 TagsUpdated MITby Moritz Laurer

Zero-shot classifiers by Moritz Laurer: every option becomes a hypothesis scored for entailment. The most accurate open model on typed decisions in our tests.

zero-shot396m435m

Tags

Name
nlilatestSame as nli:deberta-v3-large.884 MB · 512 ctx · English
nli:deberta-v3-largeDeBERTa-v3-large, MIT. Best accuracy in our tests (0.548 on typed decisions).884 MB · 512 ctx · English
nli:modernbert-largeModernBERT-large, Apache-2.0. Faster, slightly less accurate (0.515).799 MB · 512 ctx · English

Tags without a suffix load fp16 on a CUDA GPU and fp32 on CPU; add -fp16 or -fp32 to pin one precision.