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Update _ml-commons-plugin/api/model-apis/deploy-model.md
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Signed-off-by: kolchfa-aws <[email protected]>
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kolchfa-aws authored Mar 25, 2024
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# Deploy a model

The deploy model operation reads the model's chunks from the model index and then creates an instance of the model to cache into memory. This operation requires the `model_id`.
The deploy model operation reads the model's chunks from the model index and then creates an instance of the model to cache in memory. This operation requires the `model_id`.

Starting with OpenSearch version 2.13, [externally hosted models]({{site.url}}{{site.baseurl}}/ml-commons-plugin/remote-models/index) are deployed automatically by default when you send a Predict API request for the first time. To disable automatic deployment for an externally hosted model, set `plugins.ml_commons.model_auto_deploy.enable` to `false`:

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[vale] reported by reviewdog 🐶
[OpenSearch.LinksEndSlash] Add a trailing slash to the link '({{site.url}}{{site.baseurl}}/ml-commons-plugin/remote-models/index)'.

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{"message": "[OpenSearch.LinksEndSlash] Add a trailing slash to the link '({{site.url}}{{site.baseurl}}/ml-commons-plugin/remote-models/index)'.", "location": {"path": "_ml-commons-plugin/api/model-apis/deploy-model.md", "range": {"start": {"line": 13, "column": 66}}}, "severity": "ERROR"}

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