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---
license: cc-by-4.0
language:
- de
task_categories:
- question-answering
tags:
- question-answering
- pytorch
- qa
- de
---
# SVALabs - RemBERT German QA
In this repository we present our german question answering model.
The trained model is based on [RemBERT](https://huggingface.co/google/rembert) 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** | [```RemBERT```](https://huggingface.co/google/rembert) |
|**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: 87.75
EM: 73.35