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MoritzLaurer/DeBERTa-v3-base-mnli-fever-anli

Zero Shot Classification·MoritzLaurer· 118.9K· 223
transformers mit Zero Shot Classification 184.4M params dataset:multi_nlidataset:facebook/anlidataset:feverarxiv:2006.03654license:mit

DeBERTa-v3-base-mnli-fever-anli Model description This model was trained on the MultiNLI, Fever-NLI and Adversarial-NLI (ANLI) datasets, which comprise 763 913 NLI hypothesis-premise pairs. This base model outperforms almost all large models on the ANLI benchmark. The base model is DeBERTa-v3-base from Microsoft. The v3 variant of DeBERTa substantially outperforms previous versions of the model

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Model details

Task
Zero Shot Classification
Provider
MoritzLaurer
Framework
transformers
Parameters
184.4M
Size
706 MB
License
mit
Downloads
118.9K
Likes
223
Paper
arXiv:2006.03654
Updated
2024-04-11

About MoritzLaurer/DeBERTa-v3-base-mnli-fever-anli

DeBERTa-v3-base-mnli-fever-anli Model description This model was trained on the MultiNLI, Fever-NLI and Adversarial-NLI (ANLI) datasets, which comprise 763 913 NLI hypothesis-premise pairs. This base model outperforms almost all large models on the ANLI benchmark. The base model is DeBERTa-v3-base from Microsoft. The v3 variant of DeBERTa substantially outperforms previous versions of the model by including a different pre-training objective, see annex 11 of the original DeBERTa paper.

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