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Model deployment management for serving infrastructure. This class manages containerized model deployments including resource allocation, scaling, and activation status.

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Examples

Get and update deployment: 
# Get deployment
deployment = ModelDeployment.of(model_id=model.id)

# Update resources
deployment.replicas = 3
deployment.cpu = 1000
deployment.memory = 2048
job = deployment.update()
job.wait()
Initialize ModelDeployment instance.

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Parameters

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model_id
UUID | str
required
Model identifier

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update()

Update an existing model deployment.

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Returns

Job

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classmethod of()

Get model deployment instance of the given model

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Parameters

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model_id
UUID | str
required
Model identifier

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Returns

ModelDeployment instance