Text classification is a common NLP task that assigns a label or class to text. Some of the largest companies run text classification in production for a ...

Text classification is a common NLP task that assigns a label or class to text. There are many practical applications of text classification widely used in ...

CONCEPTUAL GUIDES offers more discussion and explanation of the underlying concepts and ideas behind models, tasks, and the design philosophy of Transformers ...

HuggingFace Transformers · How 🤗 Transformers solve tasks · Transformers Agents

Transformers is a library of pretrained state-of-the-art models for natural language processing (NLP), computer vision, and audio and speech processing tasks ...

Bert Model transformer with a sequence classification/regression head on top (a linear layer on top of the pooled output) e.g. for GLUE tasks. This model ...

Glossary · Thomas Wolf PRO · XLM-RoBERTa · DeBERTa

In this tutorial, you will fine-tune a pretrained model with a deep learning framework of your choice: Fine-tune a pretrained model with Transformers Trainer ...

Transformers Notebooks · Yelp reviews dataset · Process · Preprocess

Sequence classification is the task of classifying sequences according to a given number of classes. An example of sequence classification is the GLUE dataset, ...

Pipelines. The pipelines are a great and easy way to use models for inference. These pipelines are objects that abstract most of the complex code from the ...

What 🤗 Transformers can do · Transformers... · Transformers documentation