ModelDeployment

ModelDeployment

Model deployment management for serving infrastructure.

This class manages containerized model deployments including resource allocation, scaling, and activation status.

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.

Parameters

Parameter	Type	Required	Default	Description
model_id	`UUID	str`	✗	None

update()

Update an existing model deployment.

Return type: Job

classmethod of(model_id)

Get model deployment instance of the given model

Parameters

Parameter	Type	Required	Default	Description
model_id	`UUID	str`	✗	None

Returns

ModelDeployment instance

Return type: ModelDeployment