Update models docs with info on retraining own models
@@ -14,9 +14,12 @@ p
| model name.
+infobox("Important note")
- | Due to improvements in the English lemmatizer in v1.7.0, you need to download the
- | new English model. The German model is still compatible and will be
- | recognised and linked automatically.
+ | Due to improvements in the English lemmatizer in v1.7.0, you need to
+ | #[strong download the new English models]. The German model is still
+ | compatible. If you've trained statistical models that use spaCy's
+ | annotations, you should #[strong retrain your models after updating spaCy].
+ | If you don't retrain your models, you may suffer train/test skew, which
+ | might decrease your accuracy.
+aside-code("Quickstart").
# Install spaCy and download English model
