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Update README.md

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@@ -2,5 +2,6 @@ An image caption model [ViT-GPT2](https://huggingface.co/flax-community/vit-gpt2
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  Part of the [Huggingface JAX/Flax event](https://discuss.huggingface.co/t/open-to-the-community-community-week-using-jax-flax-for-nlp-cv/).
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  The pretained weights of both models are loaded, with a set of randomly initialized cross-attention weigths.
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  The model is trained on 65000 images from the COCO dataset for about 1500 steps, with the original english cpationis are translated to french for training purpose.
 
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  Part of the [Huggingface JAX/Flax event](https://discuss.huggingface.co/t/open-to-the-community-community-week-using-jax-flax-for-nlp-cv/).
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+ The GPT2 model source code is modified so it can accept an encoder's output.
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  The pretained weights of both models are loaded, with a set of randomly initialized cross-attention weigths.
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  The model is trained on 65000 images from the COCO dataset for about 1500 steps, with the original english cpationis are translated to french for training purpose.