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@@ -18,8 +18,8 @@ This model was used as a baseline in [Hierarchical multimodal transformers for M
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  - Training hyperparameters can be found in Table 8 of Appendix D.
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  ## How to use
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-
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- Here is how to use this model to get the features of a given text in PyTorch:
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  ```python
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  from transformers import AutoModelForQuestionAnswering, AutoTokenizer
 
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  - Training hyperparameters can be found in Table 8 of Appendix D.
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  ## How to use
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+ ### Inference
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+ How to use this model to perform inference on a sample question and context in PyTorch:
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  ```python
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  from transformers import AutoModelForQuestionAnswering, AutoTokenizer