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Update Prerequisites

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@@ -145,8 +145,12 @@ All below evaluations are using Hit@1 metric.
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  The processor exposes `process_texts`, `process_images`, and `score_multi_vector`.
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  ### Prerequisites
 
 
 
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  ```bash
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- pip install torch transformers pillow requests
 
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  ````
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  ### Inference Code
 
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  The processor exposes `process_texts`, `process_images`, and `score_multi_vector`.
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  ### Prerequisites
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+ Note our model currently requires `flash-attn` to be installed. If you run into slow image encoding issue, please check whether `flash-attn` is installed properly.
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  ```bash
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+ pip install torch torchvision transformers pillow requests
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+ pip install flash-attn --no-build-isolation
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  ````
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  ### Inference Code