36 lines
1.6 KiB
Markdown
36 lines
1.6 KiB
Markdown
---
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layout: default
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title: Model APIs
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parent: ML Commons APIs
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has_children: true
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nav_order: 10
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has_toc: false
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---
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# Model APIs
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ML Commons supports the following model-level APIs:
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- [Register model]({{site.url}}{{site.baseurl}}/ml-commons-plugin/api/model-apis/register-model/)
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- [Deploy model]({{site.url}}{{site.baseurl}}/ml-commons-plugin/api/model-apis/deploy-model/)
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- [Get model]({{site.url}}{{site.baseurl}}/ml-commons-plugin/api/model-apis/get-model/)
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- [Search model]({{site.url}}{{site.baseurl}}/ml-commons-plugin/api/model-apis/search-model/)
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- [Update model]({{site.url}}{{site.baseurl}}/ml-commons-plugin/api/model-apis/update-model/)
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- [Undeploy model]({{site.url}}{{site.baseurl}}/ml-commons-plugin/api/model-apis/undeploy-model/)
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- [Delete model]({{site.url}}{{site.baseurl}}/ml-commons-plugin/api/model-apis/delete-model/)
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- [Predict]({{site.url}}{{site.baseurl}}/ml-commons-plugin/api/train-predict/predict/) (invokes a model)
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## Model access control considerations
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For clusters with model access control enabled, users can perform API operations on models in model groups with specified access levels as follows:
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- `public` model group: Any user.
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- `restricted` model group: Only the model owner or users who share at least one backend role with the model group.
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- `private` model group: Only the model owner.
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For clusters with model access control disabled, any user can perform API operations on models in any model group.
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Admin users can perform API operations for models in any model group.
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For more information, see [Model access control]({{site.url}}{{site.baseurl}}/ml-commons-plugin/model-access-control/).
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