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Add note about updating with fill-config

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Adriane Boyd 2021-06-29 10:45:36 +02:00
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website/docs/usage/v3-1.md
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@ -24,10 +24,10 @@ By default, components are updated in isolation during training, which means
that they don't see the predictions of any earlier components in the pipeline. that they don't see the predictions of any earlier components in the pipeline.
The new The new
[`[training.annotating_components]`](/usage/training#annotating-components) [`[training.annotating_components]`](/usage/training#annotating-components)
config setting lets you specify pipeline components that should set config setting lets you specify pipeline components that should set annotations
annotations on the predicted docs during training. This makes it easy to use the on the predicted docs during training. This makes it easy to use the predictions
predictions of a previous component in the pipeline as features for a subsequent of a previous component in the pipeline as features for a subsequent component,
component, e.g. the dependency labels in the tagger: e.g. the dependency labels in the tagger:
```ini ```ini
### config.cfg (excerpt) {highlight="7,12"} ### config.cfg (excerpt) {highlight="7,12"}
@ -228,6 +228,19 @@ working as expected, you can update the spaCy version requirements in the
+ "spacy_version": ">=3.0.0,<3.2.0", + "spacy_version": ">=3.0.0,<3.2.0",
``` ```
### Updating v3.0 configs
To update a config from spaCy v3.0 with the new v3.1 settings, run
[`init fill-config`](/api/cli#init-fill-config):
```bash
python -m spacy init fill-config config-v3.0.cfg config-v3.1.cfg
```
In many cases (`spacy train`, `spacy.load()`), the new defaults will be filled
in automatically, but you'll need to fill in the new settings to run
[`debug config`](/api/cli#debug) and [`debug data`](/api/cli#debug-data).
### Sourcing pipeline components with vectors {#source-vectors} ### Sourcing pipeline components with vectors {#source-vectors}
If you're sourcing a pipeline component that requires static vectors (for If you're sourcing a pipeline component that requires static vectors (for