Philipp Schmid • 12/21/2021

Hugging Face Transformers with Keras: Fine-tune a non-English BERT for Named Entity Recognition

This technical guide provides a step-by-step tutorial for fine-tuning a pre-trained German BERT model (gbert-base) for Named Entity Recognition (NER) using the Hugging Face Transformers library, TensorFlow/Keras, and the Datasets library. It covers installation, dataset loading (GermanNER), tokenization, and the end-to-end fine-tuning process for a token-classification task.

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#Kera #Bert #Hugging Face Transformers