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@@ -41,7 +41,7 @@ This model can be used directly to retrieve documents from a large corpus using
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  <!-- This section is for the model use when fine-tuned for a task, or when plugged into a larger ecosystem/app -->
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- This model can be used combined with language models to create a retrieval-augmented language model. The useage for Knowledge-based VQA can be found in [RAVQA](https://github.com/linweizhedragon/retrieval-augmented-visual-question-answering)
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  ## How to Get Started with the Model
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  <!-- This section is for the model use when fine-tuned for a task, or when plugged into a larger ecosystem/app -->
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+ This model can be used combined with language models to create a retrieval-augmented language model. The use for Knowledge-based VQA can be found in [RAVQA](https://github.com/linweizhedragon/retrieval-augmented-visual-question-answering)
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  ## How to Get Started with the Model
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