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Update embeddings-transformers.mdx, update trf_data examples info in <Runtime usage> (#13811)

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翟持江 2025-05-12 13:47:12 +08:00 committed by GitHub
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website/docs/usage/embeddings-transformers.mdx
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@ -268,7 +268,12 @@ require_gpu(0)
nlp = spacy.load("en_core_web_trf")
for doc in nlp.pipe(["some text", "some other text"]):
# For spaCy v3.0-v3.6, trf pipelines use spacy-transformers and the transformer output in doc._.trf_data is a TransformerData object.
try:
tokvecs = doc._.trf_data.tensors[-1]
# For spaCy v3.7+, trf pipelines use spacy-curated-transformers and doc._.trf_data is a DocTransformerOutput object.
except AttributeError as e:
tokvecs = doc._.trf_data.last_hidden_layer_state # or doc._.trf_data.all_outputs[-1]
```
You can also customize how the [`Transformer`](/api/transformer) component sets