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Add model redeploy tip (#5764) 

* Add model redeploy tip

Signed-off-by: Fanit Kolchina <kolchfa@amazon.com>

* Change to active voice

Signed-off-by: Fanit Kolchina <kolchfa@amazon.com>

* Fix link

Signed-off-by: Fanit Kolchina <kolchfa@amazon.com>

* Apply suggestions from code review

Co-authored-by: Nathan Bower <nbower@amazon.com>
Signed-off-by: kolchfa-aws <105444904+kolchfa-aws@users.noreply.github.com>

---------

Signed-off-by: Fanit Kolchina <kolchfa@amazon.com>
Signed-off-by: kolchfa-aws <105444904+kolchfa-aws@users.noreply.github.com>
Co-authored-by: Nathan Bower <nbower@amazon.com>
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kolchfa-aws 2023-12-01 15:48:10 -05:00 committed by GitHub
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5
_ml-commons-plugin/api/model-apis/deploy-model.md
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@ -72,4 +72,7 @@ The response contains the model ID of the model version:
"last_update_time": 1685478491090, "last_update_time": 1685478491090,
"is_async": true "is_async": true
} }
``` ```
If a cluster or node is restarted, then you need to redeploy the model. To learn how to set up automatic redeployment, see [Enable auto redeploy]({{site.url}}{{site.baseurl}}/ml-commons-plugin/cluster-settings/#enable-auto-redeploy).
{: .tip}

3
_ml-commons-plugin/custom-local-models.md
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@ -208,6 +208,9 @@ When the operation is complete, the state changes to `COMPLETED`:
} }
``` ```
If a cluster or node is restarted, then you need to redeploy the model. To learn how to set up automatic redeployment, see [Enable auto redeploy]({{site.url}}{{site.baseurl}}/ml-commons-plugin/cluster-settings/#enable-auto-redeploy).
{: .tip}
## Step 4 (Optional): Test the model ## Step 4 (Optional): Test the model
Use the [Predict API]({{site.url}}{{site.baseurl}}/ml-commons-plugin/api/train-predict/predict/) to test the model. Use the [Predict API]({{site.url}}{{site.baseurl}}/ml-commons-plugin/api/train-predict/predict/) to test the model.

3
_ml-commons-plugin/pretrained-models.md
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@ -187,6 +187,9 @@ When the operation is complete, the state changes to `COMPLETED`:
} }
``` ```
If a cluster or node is restarted, then you need to redeploy the model. To learn how to set up automatic redeployment, see [Enable auto redeploy]({{site.url}}{{site.baseurl}}/ml-commons-plugin/cluster-settings/#enable-auto-redeploy).
{: .tip}
## Step 4 (Optional): Test the model ## Step 4 (Optional): Test the model
Use the [Predict API]({{site.url}}{{site.baseurl}}/ml-commons-plugin/api/train-predict/predict/) to test the model. Use the [Predict API]({{site.url}}{{site.baseurl}}/ml-commons-plugin/api/train-predict/predict/) to test the model.