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Reference documentation and code samples for the Google Cloud Ai Platform V1 Client class DeployRequest.
Request message for ModelGardenService.Deploy .
Generated from protobuf message google.cloud.aiplatform.v1.DeployRequest
Namespace
Google \ Cloud \ AIPlatform \ V1Methods
__construct
Constructor.
data
array
Optional. Data for populating the Message object.
↳ publisher_model_name
string
The Model Garden model to deploy. Format: publishers/{publisher}/models/{publisher_model}@{version_id}
, or publishers/hf-{hugging-face-author}/models/{hugging-face-model-name}@001
.
↳ hugging_face_model_id
string
The Hugging Face model to deploy. Format: Hugging Face model ID like google/gemma-2-2b-it
.
↳ destination
string
Required. The resource name of the Location to deploy the model in. Format: projects/{project}/locations/{location}
↳ model_config
DeployRequest\ModelConfig
Optional. The model config to use for the deployment. If not specified, the default model config will be used.
↳ endpoint_config
DeployRequest\EndpointConfig
Optional. The endpoint config to use for the deployment. If not specified, the default endpoint config will be used.
↳ deploy_config
DeployRequest\DeployConfig
Optional. The deploy config to use for the deployment. If not specified, the default deploy config will be used.
getPublisherModelName
The Model Garden model to deploy.
Format: publishers/{publisher}/models/{publisher_model}@{version_id}
, or publishers/hf-{hugging-face-author}/models/{hugging-face-model-name}@001
.
string
hasPublisherModelName
setPublisherModelName
The Model Garden model to deploy.
Format: publishers/{publisher}/models/{publisher_model}@{version_id}
, or publishers/hf-{hugging-face-author}/models/{hugging-face-model-name}@001
.
var
string
$this
getHuggingFaceModelId
The Hugging Face model to deploy.
Format: Hugging Face model ID like google/gemma-2-2b-it
.
string
hasHuggingFaceModelId
setHuggingFaceModelId
The Hugging Face model to deploy.
Format: Hugging Face model ID like google/gemma-2-2b-it
.
var
string
$this
getDestination
Required. The resource name of the Location to deploy the model in.
Format: projects/{project}/locations/{location}
string
setDestination
Required. The resource name of the Location to deploy the model in.
Format: projects/{project}/locations/{location}
var
string
$this
getModelConfig
Optional. The model config to use for the deployment.
If not specified, the default model config will be used.
hasModelConfig
clearModelConfig
setModelConfig
Optional. The model config to use for the deployment.
If not specified, the default model config will be used.
$this
getEndpointConfig
Optional. The endpoint config to use for the deployment.
If not specified, the default endpoint config will be used.
hasEndpointConfig
clearEndpointConfig
setEndpointConfig
Optional. The endpoint config to use for the deployment.
If not specified, the default endpoint config will be used.
$this
getDeployConfig
Optional. The deploy config to use for the deployment.
If not specified, the default deploy config will be used.
hasDeployConfig
clearDeployConfig
setDeployConfig
Optional. The deploy config to use for the deployment.
If not specified, the default deploy config will be used.
$this
getArtifacts
string
