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# German FinBERT (Pre-trained From Scratch Version)
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German FinBERT is a BERT language model focusing on the financial domain within the German language. In my [paper](https://arxiv.org/pdf/2311.08793.pdf), I describe in more detail the steps taken to train the model and show that it outperforms its generic benchmarks for finance specific downstream tasks.
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This version of German FinBERT is pre-trained from scratch on German finance specific textual data, starting with the Bert-base architecture and the vocabulary of the [bert-base-german-cased model](https://huggingface.co/bert-base-german-cased) of Deepset.
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# German FinBERT (Pre-trained From Scratch Version)
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<img src="https://github.com/mscherrmann/mscherrmann.github.io/blob/master/assets/img/publication_preview/germanBert.png?raw=true" alt="Alt text for the image" width="500" height="300"/>
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German FinBERT is a BERT language model focusing on the financial domain within the German language. In my [paper](https://arxiv.org/pdf/2311.08793.pdf), I describe in more detail the steps taken to train the model and show that it outperforms its generic benchmarks for finance specific downstream tasks.
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This version of German FinBERT is pre-trained from scratch on German finance specific textual data, starting with the Bert-base architecture and the vocabulary of the [bert-base-german-cased model](https://huggingface.co/bert-base-german-cased) of Deepset.
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