HomeModelsZero Shot ClassificationMoritzLaurer/mDeBERTa-v3-base-mnli-xnli
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MoritzLaurer/mDeBERTa-v3-base-mnli-xnli

Zero Shot Classification·MoritzLaurer· 193.4K· 311
transformers mit Zero Shot Classification 278.8M params

Multilingual mDeBERTa-v3-base-mnli-xnli Model description This multilingual model can perform natural language inference (NLI) on 100 languages and is therefore also suitable for multilingual zero-shot classification. The underlying model was pre-trained by Microsoft on the CC100 multilingual dataset. It was then fine-tuned on the XNLI dataset, which contains hypothesis-premise pairs from 15 la

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Model details

Task
Zero Shot Classification
Provider
MoritzLaurer
Framework
transformers
Parameters
278.8M
Size
3.5 GB
License
mit
Downloads
193.4K
Likes
311
Paper
arXiv:2111.09543
Updated
2024-01-08

About MoritzLaurer/mDeBERTa-v3-base-mnli-xnli

Multilingual mDeBERTa-v3-base-mnli-xnli Model description This multilingual model can perform natural language inference (NLI) on 100 languages and is therefore also suitable for multilingual zero-shot classification. The underlying model was pre-trained by Microsoft on the CC100 multilingual dataset. It was then fine-tuned on the XNLI dataset, which contains hypothesis-premise pairs from 15 languages, as well as the English MNLI dataset. As of December 2021, mDeBERTa-base is the best performing multilingual base-sized transformer model, introduced by Microsoft in this paper.

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