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@ -197,7 +197,7 @@ $ python -m spacy project push
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```
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The `remotes` section in your `project.yml` lets you assign names to the
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different storages. To download a state from a remote storage, you can use the
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different storages. To download state from a remote storage, you can use the
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[`spacy project pull`](/api/cli#project-pull) command. For more details, see the
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docs on [remote storage](#remote).
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@ -502,7 +502,7 @@ commands:
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When your custom project is ready and you want to share it with others, you can
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use the [`spacy project document`](/api/cli#project-document) command to
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**auto-generate** a pretty, markdown-formatted `README` file based on your
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**auto-generate** a pretty, Markdown-formatted `README` file based on your
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project's `project.yml`. It will list all commands, workflows and assets defined
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in the project and include details on how to run the project, as well as links
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to the relevant spaCy documentation to make it easy for others to get started
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@ -463,7 +463,7 @@ entry_points={
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}
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```
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The factory can also implement other pipeline components like `to_disk` and
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The factory can also implement other pipeline component methods like `to_disk` and
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`from_disk` for serialization, or even `update` to make the component trainable.
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If a component exposes a `from_disk` method and is included in a pipeline, spaCy
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will call it on load. This lets you ship custom data with your pipeline package.
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