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Add how to load probability tables to existing models to spaCy docs (#12051)
* add section about adding tables to models * change to lexeme_norm * Change syntax * change to _prob * Update website/docs/usage/saving-loading.mdx Co-authored-by: Adriane Boyd <adrianeboyd@gmail.com> Co-authored-by: Adriane Boyd <adrianeboyd@gmail.com>
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@ -304,6 +304,28 @@ installed in the same environment – that's it.
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| `spacy_lookups` | Group of entry points for custom [`Lookups`](/api/lookups), including lemmatizer data. Used by spaCy's [`spacy-lookups-data`](https://github.com/explosion/spacy-lookups-data) package. |
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| [`spacy_displacy_colors`](#entry-points-displacy) | Group of entry points of custom label colors for the [displaCy visualizer](/usage/visualizers#ent). The key name doesn't matter, but it should point to a dict of labels and color values. Useful for custom models that predict different entity types. |
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### Loading probability tables into existing models
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You can load a probability table from [spacy-lookups-data](https://github.com/explosion/spacy-lookups-data) into an existing spaCy model like `en_core_web_sm`.
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```python
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# Requirements: pip install spacy-lookups-data
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import spacy
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from spacy.lookups import load_lookups
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nlp = spacy.load("en_core_web_sm")
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lookups = load_lookups("en", ["lexeme_prob"])
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nlp.vocab.lookups.add_table("lexeme_prob", lookups.get_table("lexeme_prob"))
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```
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When training a model from scratch you can also specify probability tables in the `config.cfg`.
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```ini {title="config.cfg (excerpt)"}
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[initialize.lookups]
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@misc = "spacy.LookupsDataLoader.v1"
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lang = ${nlp.lang}
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tables = ["lexeme_prob"]
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```
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### Custom components via entry points {id="entry-points-components"}
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When you load a pipeline, spaCy will generally use its `config.cfg` to set up
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