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deberta-v3-large-hallucination – AI Model by anulum | AlphaNeural AI

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anulum/
deberta-v3-large-hallucination

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hallucination-detection

text-classification

pminervini/HaluEval

pietrolesci/nli_fever

MoritzLaurer/DeBERTa-v3-large-mnli-fever-anli-ling-wanli

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DeBERTa-v3-large -- Hallucination Detection

Fine-tuned for hallucination detection as part of Director-AI.

Training

Base: MoritzLaurer/DeBERTa-v3-large-mnli-fever-anli-ling-wanli
Data: ~100K examples from HaluEval, FEVER, VitaminC, ANLI R3
Epochs: 3, lr 2e-5, batch 32 (effective), class-weighted CE loss
Labels: 0 = entailment, 1 = neutral, 2 = contradiction

Usage

python

from director_ai.core import NLIScorer

scorer = NLIScorer(model_name="anulum/deberta-v3-large-hallucination")
score = scorer.score("The capital of France is Paris.", "Paris is in Germany.")

License

AGPL-3.0 | Commercial licensing: anulum.li