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@@ -21,7 +21,7 @@ This enables to specify:
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  The model is instantiated the same way as in the Transformers library.
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  The only difference is that there are a few new training arguments specific to HPUs.\
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- This model is supported only in mixed precision training with bf16 type.
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  [Here](https://github.com/huggingface/optimum-habana/blob/main/examples/question-answering/run_qa.py) is a question-answering example script to fine-tune a model on SQuAD. You can run it with DistilBERT with the following command:
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  ```bash
 
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  The model is instantiated the same way as in the Transformers library.
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  The only difference is that there are a few new training arguments specific to HPUs.\
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+ It is strongly recommended to train this model doing bf16 mixed-precision training for optimal performance and accuracy.
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  [Here](https://github.com/huggingface/optimum-habana/blob/main/examples/question-answering/run_qa.py) is a question-answering example script to fine-tune a model on SQuAD. You can run it with DistilBERT with the following command:
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  ```bash