explosion/spacy-transformers
A spaCy extension that integrates Hugging Face transformer models like BERT, GPT-2, and XLNet into NLP pipelines.

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This package provides spaCy components and architectures to use transformer models via Hugging Face’s transformers library in spaCy. It enables pretrained transformer models to power spaCy pipelines with automatic token alignment, multi-task learning support, and model serialization. The library supports state-of-the-art architectures including BERT, RoBERTa, GPT-2, and XLNet.