Update README.md

README.md

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 ---
 license: cc-by-4.0
+language: 
+- de
+task_categories:
+- question-answering
+tags:
+- question-answering
+- pytorch
+- qa
+- de
 ---
+
+# SVALabs - InfoXLM German QA
+
+In this repository we present our german question answering model.
+
+The trained model is based on [InfoXLM-large](https://huggingface.co/microsoft/infoxlm-large) and was finetuned using the [SQuAD](https://huggingface.co/datasets/squad) dataset and the [GermanQuAD](https://huggingface.co/datasets/deepset/germanquad) dataset.
+
+### Model Details
+
+| | Description or Link  |
+|---|---|
+|**Base model**   | [```InfoXLM-large```](https://huggingface.co/microsoft/infoxlm-large) |
+|**Finetuning task**| Question Answering  |
+|**Source datasets**| [```SQuAD```](https://huggingface.co/datasets/squad); [```GermanQuAD```](https://huggingface.co/datasets/deepset/germanquad)|
+
+
+### Performance
+
+The model was tested on 1692 samples of the GermanQuAD test dataset (the other samples were used for validation)
+
+F1-Score: 89.05
+
+EM: 74.76