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@@ -60,7 +60,7 @@ print(scores)
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  ## ONNX Conversion Script
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- To use `optimum-cli`, `ColPaliForRetrieval` in transformers should be mapped in `AutoModel`, but currently is not. So I just sticked to this script.
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  ```python
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  from pathlib import Path
 
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  ## ONNX Conversion Script
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+ To use `optimum-cli`, `ColPaliForRetrieval` in transformers should be mapped in `AutoModel`, but currently is not. So I just sticked to this script, which is based on the official [guide](https://huggingface.co/docs/optimum/en/exporters/onnx/usage_guides/contribute#exporting-the-model) from huggingface.
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  ```python
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  from pathlib import Path