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Hugging Face Transformers provides state-of-the-art NLP models for a number of modeling tasks. There is also a wide range of pre-trained models available that work well out of the box. But it's often best to fine-tune a model for a specific dataset. There are scripts to do this but it's not always the most streamlined way to do it.
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