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@@ -52,7 +52,7 @@ To fine-tune `Idefics3-8B` on a specific task, we provide fine-tuning codes for
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  # Technical summary
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- Idefics3 demonstrates a net improvement over Idefics2, especially in document understanding tasks. It serves as a strong foundation for various use-case specific fine-tunings.
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  | Model | MMMU <br>(val) | MathVista <br>(test) | MMStar <br>(val) | DocVQA <br>(test) | TextVQA <br>(val) |
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  |:---------------:|:----------------:|:----------------------:|:-------------------:|:--------------------:|:-----------------:|
 
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  # Technical summary
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+ Idefics3 demonstrates a great improvement over Idefics2, especially in document understanding tasks. It serves as a strong foundation for various use-case specific fine-tunings.
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  | Model | MMMU <br>(val) | MathVista <br>(test) | MMStar <br>(val) | DocVQA <br>(test) | TextVQA <br>(val) |
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  |:---------------:|:----------------:|:----------------------:|:-------------------:|:--------------------:|:-----------------:|