hey @Thrix you can see how to align the NER tags and tokens in the tokenize_and_align_labels function in this tutorial: https://colab.research.google.com/github/huggingface/notebooks/blob/master/examples/token_classification.ipynb#scrollTo=n9qywopnIrJH 184