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@@ -249,6 +249,13 @@ Pixtral-Large-Instruct-2411 is a 124B multimodal model built on top of Mistral L
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  For more details about this model please refer to the [Pixtral Large blog post](https://mistral.ai/news/pixtral-large/) and the [Pixtral 12B blog post](https://mistral.ai/news/pixtral-12b/).
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  ## Key features
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  - Frontier-class multimodal performance
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  - State-of-the-art on MathVista, DocVQA, VQAv2
 
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  For more details about this model please refer to the [Pixtral Large blog post](https://mistral.ai/news/pixtral-large/) and the [Pixtral 12B blog post](https://mistral.ai/news/pixtral-12b/).
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+ > [!IMPORTANT]
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+ > ❗
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+ > The Transformers implementation is not yet working, please use the vLLM implementation
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+ > as shown below while the Transformers implementation is being correct (see [here](https://huggingface.co/mistralai/Pixtral-Large-Instruct-2411/discussions/3#673b8bfe55cb1761c8d50ce2))
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  ## Key features
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  - Frontier-class multimodal performance
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  - State-of-the-art on MathVista, DocVQA, VQAv2