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@ -214,6 +214,24 @@ overrides. Overrides are added before [variables](#config-interpolation) are
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resolved, by the way – so if you need to use a value in multiple places,
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reference it across your config and override it on the CLI once.
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> #### 💡 Tip: Verbose logging
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>
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> If you're using config overrides, you can set the `--verbose` flag on
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> [`spacy train`](/api/cli#train) to make spaCy log more info, including which
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> overrides were set via the CLI and environment variables.
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#### Adding overrides via environment variables {#config-overrides-env}
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Instead of defining the overrides as CLI arguments, you can also use the
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`SPACY_CONFIG_OVERRIDES` environment variable using the same argument syntax.
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This is especially useful if you're training models as part of an automated
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process. Environment variables **take precedence** over CLI overrides and values
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defined in the config file.
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```cli
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$ SPACY_CONFIG_OVERRIDES="--system.gpu_allocator pytorch --training.batch_size 128" ./your_script.sh
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```
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### Defining pipeline components {#config-components}
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You typically train a [pipeline](/usage/processing-pipelines) of **one or more
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