🌙 This release is a pre-release and requires spaCy v3 (nightly).

✨ New features and improvements

• Rewrite library from scratch for spaCy v3.0.
• Transformer component for easy pipeline integration.
• TransformerListener to share transformer weights between components.
• Built-in registered functions that are available in spaCy if spacy-transformers is installed in the same environment.

📖 Documentation

• Embeddings, Transformers and Transfer Learning: How to use transformers in spaCy
• Training Pipelines and Models: Train and update components on your own data and integrate custom models
• Layers and Model Architectures: Power spaCy components with custom neural networks
• Transformer: Pipeline component API reference
• Transformer architectures: Architectures and registered functions