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  # Model Card of instructionMBERTv1 for Bertology
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- A minimalistic instruction model with an already good analysed and pretrained encoder like roBERTa.
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  So we can research the [Bertology](https://aclanthology.org/2020.tacl-1.54.pdf) with instruction-tuned models, [look at the attention](https://colab.research.google.com/drive/1mNP7c0RzABnoUgE6isq8FTp-NuYNtrcH?usp=sharing) and investigate [what happens to BERT embeddings during fine-tuning](https://aclanthology.org/2020.blackboxnlp-1.4.pdf).
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  The training code is released at the [instructionBERT repository](https://gitlab.com/Bachstelze/instructionbert).
 
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  # Model Card of instructionMBERTv1 for Bertology
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+ A minimalistic multilingual instruction model with an already good analysed and pretrained encoder like mBERT.
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  So we can research the [Bertology](https://aclanthology.org/2020.tacl-1.54.pdf) with instruction-tuned models, [look at the attention](https://colab.research.google.com/drive/1mNP7c0RzABnoUgE6isq8FTp-NuYNtrcH?usp=sharing) and investigate [what happens to BERT embeddings during fine-tuning](https://aclanthology.org/2020.blackboxnlp-1.4.pdf).
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  The training code is released at the [instructionBERT repository](https://gitlab.com/Bachstelze/instructionbert).