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# Model Card for mDeBERTa-v3-base-tasksource-nli
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Multilingual [mdeberta-v3-base](https://huggingface.co/microsoft/mdeberta-v3-base) with multi-task training on [mtasksource](https://github.com/sileod/tasksource/blob/main/src/tasksource/mtasks.py)
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This model can be used as a stable starting-point for further fine-tuning, or directly in zero-shot NLI model or a zero-shot pipeline.
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# Software
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https://github.com/sileod/tasksource/
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https://github.com/sileod/tasknet/
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Training took 7 days on RTX6000 24GB gpu.
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# Contact and citation
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For help integrating tasksource into your experiments, please contact [damien.sileo@inria.fr](mailto:damien.sileo@inria.fr).
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# Model Card for mDeBERTa-v3-base-tasksource-nli
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Multilingual [mdeberta-v3-base](https://huggingface.co/microsoft/mdeberta-v3-base) with 30k steps multi-task training on [mtasksource](https://github.com/sileod/tasksource/blob/main/src/tasksource/mtasks.py)
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This model can be used as a stable starting-point for further fine-tuning, or directly in zero-shot NLI model or a zero-shot pipeline.
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# Software
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https://github.com/sileod/tasksource/
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https://github.com/sileod/tasknet/
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# Contact and citation
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For help integrating tasksource into your experiments, please contact [damien.sileo@inria.fr](mailto:damien.sileo@inria.fr).
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