diff --git a/website/docs/api/transformer.md b/website/docs/api/transformer.md
index 5754d2238..e31c8ad2c 100644
--- a/website/docs/api/transformer.md
+++ b/website/docs/api/transformer.md
@@ -61,11 +61,11 @@ on the transformer architectures and their arguments and hyperparameters.
 > nlp.add_pipe("transformer", config=DEFAULT_CONFIG)
 > ```
 
-| Setting                 | Description                                                                                                                                                                                                                                                                                                           |
-| ----------------------- | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- |
-| `max_batch_items`       | Maximum size of a padded batch. Defaults to `4096`. ~~int~~                                                                                                                                                                                                                                                           |
-| `set_extra_annotations` | Function that takes a batch of `Doc` objects and transformer outputs to set additional annotations on the `Doc`. The `Doc._.transformer_data` attribute is set prior to calling the callback. Defaults to `null_annotation_setter` (no additional annotations). ~~Callable[[List[Doc], FullTransformerBatch], None]~~ |
-| `model`                 | The Thinc [`Model`](https://thinc.ai/docs/api-model) wrapping the transformer. Defaults to [TransformerModel](/api/architectures#TransformerModel). ~~Model[List[Doc], FullTransformerBatch]~~                                                                                                                        |
+| Setting                 | Description                                                                                                                                                                                                                                                                                                   |
+| ----------------------- | ------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- |
+| `max_batch_items`       | Maximum size of a padded batch. Defaults to `4096`. ~~int~~                                                                                                                                                                                                                                                   |
+| `set_extra_annotations` | Function that takes a batch of `Doc` objects and transformer outputs to set additional annotations on the `Doc`. The `Doc._.trf_data` attribute is set prior to calling the callback. Defaults to `null_annotation_setter` (no additional annotations). ~~Callable[[List[Doc], FullTransformerBatch], None]~~ |
+| `model`                 | The Thinc [`Model`](https://thinc.ai/docs/api-model) wrapping the transformer. Defaults to [TransformerModel](/api/architectures#TransformerModel). ~~Model[List[Doc], FullTransformerBatch]~~                                                                                                                |
 
 ```python
 https://github.com/explosion/spacy-transformers/blob/master/spacy_transformers/pipeline_component.py