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# Model Card for DeBERTa-v3-base-tasksource-nli
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This is [DeBERTa-v3-base](https://hf.co/microsoft/deberta-v3-base) fine-tuned with multi-task learning on 600+ tasks of the [tasksource collection](https://github.com/sileod/tasksource/).
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This checkpoint has strong zero-shot validation performance on many tasks (e.g. 70% on WNLI), and can be used for:
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- Zero-shot entailment-based classification for arbitrary labels [ZS].
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# Model Card for DeBERTa-v3-base-tasksource-nli
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Deprecated: use https://huggingface.co/tasksource/deberta-small-long-nli for longer context and better accuracy.
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This is [DeBERTa-v3-base](https://hf.co/microsoft/deberta-v3-base) fine-tuned with multi-task learning on 600+ tasks of the [tasksource collection](https://github.com/sileod/tasksource/).
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This checkpoint has strong zero-shot validation performance on many tasks (e.g. 70% on WNLI), and can be used for:
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- Zero-shot entailment-based classification for arbitrary labels [ZS].
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