DeBERTa v3 base mnli fever anli Model description This model was trained on the MultiNLI dataset, which consists of 392 702 NLI hypothesis premise pairs. 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. For a more powerful model, check out DeBERTa v3 base mnli fever anli which was trained on even more data. Intended uses & limitations How to use the model Training data This model was trained on the MultiNLI dataset, which consists of 392 702 NLI hypothesis premise pairs. Training procedure DeBERTa v3 base mnli was trained using the Hugging Face trainer with the following hyperparameters. Eval results The model was evaluated using the matched test set and achieves 0.90 accuracy. Limitations and bias Please consult the original DeBERTa paper and literature on different NLI datasets for potential biases. BibTeX entry and citation info If you want to cite this model, please cite the original DeBERTa paper, the respective NLI datasets and include a link to this model on the Hugging Face hub. Ideas for cooperation…
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