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@@ -111,7 +111,7 @@ It achieves the following results on the evaluation set:
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  You can test this model with this APP in Hugging Face Spaces: [Inference APP for Document Understanding at paragraph level (v2)](https://huggingface.co/spaces/pierreguillou/Inference-APP-Document-Understanding-at-paragraphlevel-v2).
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- ![Inference APP for Document Understanding at paragraph level (v2)](https://huggingface.co/pierreguillou/layout-xlm-base-finetuned-with-DocLayNet-base-at-paragraphlevel-ml512/resolve/main/Inference-APP-Document-Understanding-at-paragraphlevel-v2.png)
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  You can run as well the corresponding notebook: [Document AI | Inference APP at paragraph level with a Document Understanding model (LayoutXLM base fine-tuned on DocLayNet dataset)]()
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  You can test this model with this APP in Hugging Face Spaces: [Inference APP for Document Understanding at paragraph level (v2)](https://huggingface.co/spaces/pierreguillou/Inference-APP-Document-Understanding-at-paragraphlevel-v2).
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+ ![Inference APP for Document Understanding at paragraph level (v2)](https://huggingface.co/pierreguillou/layout-xlm-base-finetuned-with-DocLayNet-base-at-paragraphlevel-ml512/resolve/main/docs/Inference-APP-Document-Understanding-at-paragraphlevel-v2.png)
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  You can run as well the corresponding notebook: [Document AI | Inference APP at paragraph level with a Document Understanding model (LayoutXLM base fine-tuned on DocLayNet dataset)]()
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