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A Step-By-Step Guide to Text Classification by Fine-tuning Large Language Model (RoBERTa)

To take this tutorial we recommend to use an environment with access to a GPU with at least 16 GB VRAM, like Google Colaboratory. See the Methods Hub page for links to open the tutorial in supported online environments.

To take this tutorial on a local machine, you need to have Python 3.7 or above and Jupyter notebooks installed. Then open the textclassification_tutorial.ipynb notebook in the Jupyter web interface.

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Pretrained large language model (RoBERTa) fine-tuning for a downstream single class classification task

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