readme: ---
  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