Instructions to use microsoft/deberta-v3-base with libraries, inference providers, notebooks, and local apps. Follow these links to get started.
- Libraries
- Transformers
How to use microsoft/deberta-v3-base with Transformers:
# Use a pipeline as a high-level helper from transformers import pipeline pipe = pipeline("fill-mask", model="microsoft/deberta-v3-base")# Load model directly from transformers import AutoModel model = AutoModel.from_pretrained("microsoft/deberta-v3-base", device_map="auto") - Inference
- Notebooks
- Google Colab
- Kaggle
Update README.md
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README.md
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@@ -25,7 +25,7 @@ We present the dev results on SQuAD 1.1/2.0 and MNLI tasks.
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| RoBERTa-base | 91.5/84.6 | 83.7/80.5 | 87.6 |
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| XLNet-base | -/- | -/80.2 | 86.8 |
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| DeBERTa-base | 93.1/87.2 | 86.2/83.1 | 88.8 |
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| **DeBERTa-v3-base** | 93.9/88.4 | 88.4/85.4 | 90.
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| DeBERTa-v3-base+SiFT | -/- | -/- | **91.0** |
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| RoBERTa-base | 91.5/84.6 | 83.7/80.5 | 87.6 |
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| XLNet-base | -/- | -/80.2 | 86.8 |
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| DeBERTa-base | 93.1/87.2 | 86.2/83.1 | 88.8 |
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| **DeBERTa-v3-base** | 93.9/88.4 | 88.4/85.4 | 90.5 |
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| DeBERTa-v3-base+SiFT | -/- | -/- | **91.0** |
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