Main NLP tasks - Hugging Face Course For many NLP applications involving Transformer models, you can simply take a pretrained model from the Hugging Face Hub and fine-tune it directly on your data for the task at hand. Provided that the corpus used for pretraining is not too different from th huggingface.co This process of fine-tuning a pretrained language model on in-domain data is usually call..