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# Model Card for DeBERTa-v3-large-tasksource-nli
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DeBERTa-v3-large fine-tuned with multi-task learning on
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You can further fine-tune this model to use it for any classification or multiple-choice task.
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This checkpoint has strong zero-shot validation performance on many tasks (e.g. 77% on WNLI).
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The untuned model CLS embedding also has strong linear probing performance (90% on MNLI), due to the multitask training.
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# Model Card for DeBERTa-v3-large-tasksource-nli
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DeBERTa-v3-large fine-tuned with multi-task learning on 600 tasks of the [tasksource collection](https://github.com/sileod/tasksource/)
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You can further fine-tune this model to use it for any classification or multiple-choice task.
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This checkpoint has strong zero-shot validation performance on many tasks (e.g. 77% on WNLI).
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The untuned model CLS embedding also has strong linear probing performance (90% on MNLI), due to the multitask training.
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