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Reference documentation and code samples for the Google Cloud Ai Platform V1 Client class ModelConfig.
The model config to use for the deployment.
Generated from protobuf message google.cloud.aiplatform.v1.DeployRequest.ModelConfig
Namespace
Google \ Cloud \ AIPlatform \ V1 \ DeployRequestMethods
__construct
Constructor.
| Parameters | |
|---|---|
| Name | Description |
data |
array
Optional. Data for populating the Message object. |
↳ accept_eula |
bool
Optional. Whether the user accepts the End User License Agreement (EULA) for the model. |
↳ hugging_face_access_token |
string
Optional. The Hugging Face read access token used to access the model artifacts of gated models. |
↳ hugging_face_cache_enabled |
bool
Optional. If true, the model will deploy with a cached version instead of directly downloading the model artifacts from Hugging Face. This is suitable for VPC-SC users with limited internet access. |
↳ model_display_name |
string
Optional. The user-specified display name of the uploaded model. If not set, a default name will be used. |
↳ container_spec |
Google\Cloud\AIPlatform\V1\ModelContainerSpec
Optional. The specification of the container that is to be used when deploying. If not set, the default container spec will be used. |
↳ model_user_id |
string
Optional. The ID to use for the uploaded Model, which will become the final component of the model resource name. When not provided, Vertex AI will generate a value for this ID. When Model Registry model is provided, this field will be ignored. This value may be up to 63 characters, and valid characters are |
getAcceptEula
Optional. Whether the user accepts the End User License Agreement (EULA) for the model.
| Returns | |
|---|---|
| Type | Description |
bool |
|
setAcceptEula
Optional. Whether the user accepts the End User License Agreement (EULA) for the model.
| Parameter | |
|---|---|
| Name | Description |
var |
bool
|
| Returns | |
|---|---|
| Type | Description |
$this |
|
getHuggingFaceAccessToken
Optional. The Hugging Face read access token used to access the model artifacts of gated models.
| Returns | |
|---|---|
| Type | Description |
string |
|
setHuggingFaceAccessToken
Optional. The Hugging Face read access token used to access the model artifacts of gated models.
| Parameter | |
|---|---|
| Name | Description |
var |
string
|
| Returns | |
|---|---|
| Type | Description |
$this |
|
getHuggingFaceCacheEnabled
Optional. If true, the model will deploy with a cached version instead of directly downloading the model artifacts from Hugging Face. This is suitable for VPC-SC users with limited internet access.
| Returns | |
|---|---|
| Type | Description |
bool |
|
setHuggingFaceCacheEnabled
Optional. If true, the model will deploy with a cached version instead of directly downloading the model artifacts from Hugging Face. This is suitable for VPC-SC users with limited internet access.
| Parameter | |
|---|---|
| Name | Description |
var |
bool
|
| Returns | |
|---|---|
| Type | Description |
$this |
|
getModelDisplayName
Optional. The user-specified display name of the uploaded model. If not set, a default name will be used.
| Returns | |
|---|---|
| Type | Description |
string |
|
setModelDisplayName
Optional. The user-specified display name of the uploaded model. If not set, a default name will be used.
| Parameter | |
|---|---|
| Name | Description |
var |
string
|
| Returns | |
|---|---|
| Type | Description |
$this |
|
getContainerSpec
Optional. The specification of the container that is to be used when deploying. If not set, the default container spec will be used.
| Returns | |
|---|---|
| Type | Description |
Google\Cloud\AIPlatform\V1\ModelContainerSpec|null |
|
hasContainerSpec
clearContainerSpec
setContainerSpec
Optional. The specification of the container that is to be used when deploying. If not set, the default container spec will be used.
| Parameter | |
|---|---|
| Name | Description |
var |
Google\Cloud\AIPlatform\V1\ModelContainerSpec
|
| Returns | |
|---|---|
| Type | Description |
$this |
|
getModelUserId
Optional. The ID to use for the uploaded Model, which will become the final component of the model resource name. When not provided, Vertex AI will generate a value for this ID. When Model Registry model is provided, this field will be ignored.
This value may be up to 63 characters, and valid characters are
[a-z0-9_-]. The first character cannot be a number or hyphen.
| Returns | |
|---|---|
| Type | Description |
string |
|
setModelUserId
Optional. The ID to use for the uploaded Model, which will become the final component of the model resource name. When not provided, Vertex AI will generate a value for this ID. When Model Registry model is provided, this field will be ignored.
This value may be up to 63 characters, and valid characters are
[a-z0-9_-]. The first character cannot be a number or hyphen.
| Parameter | |
|---|---|
| Name | Description |
var |
string
|
| Returns | |
|---|---|
| Type | Description |
$this |
|