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German BERT

Learn about the German BERT model and how to use auto classes with it to simplify model selection and configuration.

We'll cover the following...

Using auto classes with German BERT
Coding playground

German BERT was developed by an organization called deepset.ai. They trained the BERT model from scratch using German text. The pre-trained German BERT model is open-sourced and free to use. German BERT is trained using recent German Wikipedia text, news articles, and data from OpenLegalData on a single Cloud TPU v2 for a period of 9 days.

German BERT is evaluated on many downstream tasks, including classification, NER, document classification, and more. German BERT outperforms M-BERT on all these tasks. We can use the pre-trained German ...

Before We Start

Starting Off with BERT

A Primer on Transformers

Understanding the BERT Model

Getting Hands-On with BERT

Exploring BERT Variants

Different BERT Variants

BERT Variants—Based on Knowledge Distillation

Applications of BERT

Exploring BERTSUM for Text Summarization

Semantic Search with Transformers

Applying BERT to Other Languages

Exploring Sentence and Domain-Specific BERT

Working with VideoBERT, BART, and More

Conclusion

Similarity Detection in English Language Using RoBERTa

German BERT