🌙This release is a pre-release and requires spaCy v3 (nightly).
✨ New features and improvements
- Rewrite library from scratch for spaCy v3.0.
Transformercomponent for easy pipeline integration.
TransformerListenerto share transformer weights between components.
- Built-in registered functions that are available in spaCy if
spacy-transformersis installed in the same environment.
- 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