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This release of the SDK has the API and documentation for the createcustommodel API. This feature lets you copy a Amazon SageMaker trained Amazon Nova model into Amazon Bedrock for inference.
1 parent a076d88 commit 6847057

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-94
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‎docgenerator/AWSSDKDocSamples/Bedrock.GeneratedSamples.extra.xml

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@@ -19,4 +19,23 @@
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</example>
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</value>
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</doc>
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<doc>
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<members>
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<member name="M:Amazon.Bedrock.IAmazonBedrock.CreateCustomModel(Amazon.Bedrock.Model.CreateCustomModelRequest)" />
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<member name="M:Amazon.Bedrock.AmazonBedrockClient.CreateCustomModel(Amazon.Bedrock.Model.CreateCustomModelRequest)" />
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<member name="T:Amazon.Bedrock.Model.CreateCustomModelRequest" />
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<member name="T:Amazon.Bedrock.Model.CreateCustomModelResponse" />
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</members>
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<value>
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<example>
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<para>
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</para>
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<code
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title="Successful CreateCustomModel API call"
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source=".\AWSSDKDocSamples\Bedrock\Bedrock.GeneratedSamples.cs"
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region="example-1" />
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</example>
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</value>
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</doc>
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</docs>

‎docgenerator/AWSSDKDocSamples/Bedrock/Bedrock.GeneratedSamples.cs

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@@ -30,6 +30,35 @@ public void BedrockBatchDeleteEvaluationJob()
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#endregion
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}
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public void BedrockCreateCustomModel()
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{
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#region example-1
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var client = new AmazonBedrockClient();
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var response = client.CreateCustomModel(new CreateCustomModelRequest
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{
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ClientRequestToken = "foo",
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ModelKmsKeyArn = "arn:aws:kms:us-east-1:123456789012:key/1234abcd-12ab-34cd-56ef-1234567890ab",
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ModelName = "SampleModel",
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ModelSourceConfig = new ModelDataSource { S3DataSource = new S3DataSource { S3Uri = "s3://my-bucket/folder" } },
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ModelTags = new List<Tag> {
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new Tag {
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Key = "foo",
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Value = "foo"
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},
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new Tag {
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Key = "foo",
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Value = "foo"
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}
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},
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RoleArn = "arn:aws:iam::123456789012:role/SampleRole"
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});
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string modelArn = response.ModelArn;
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#endregion
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}
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# region ISample Members
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public virtual void Run()

‎generator/ServiceModels/bedrock/bedrock-2023-04-20.api.json

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@@ -31,6 +31,26 @@
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{"shape":"ThrottlingException"}
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]
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},
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"CreateCustomModel":{
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"name":"CreateCustomModel",
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"http":{
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"method":"POST",
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"requestUri":"/custom-models/create-custom-model",
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"responseCode":200
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},
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"input":{"shape":"CreateCustomModelRequest"},
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"output":{"shape":"CreateCustomModelResponse"},
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"errors":[
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{"shape":"ResourceNotFoundException"},
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{"shape":"AccessDeniedException"},
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{"shape":"ValidationException"},
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{"shape":"ConflictException"},
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{"shape":"InternalServerException"},
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{"shape":"TooManyTagsException"},
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{"shape":"ServiceQuotaExceededException"},
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{"shape":"ThrottlingException"}
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]
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},
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"CreateEvaluationJob":{
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"name":"CreateEvaluationJob",
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"http":{
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"type":"string",
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"pattern":".*[a-z]{1,20}/.{1,20}.*"
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},
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"CreateCustomModelRequest":{
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"type":"structure",
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"required":[
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"modelName",
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"modelSourceConfig"
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],
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"members":{
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"modelName":{"shape":"CustomModelName"},
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"modelSourceConfig":{"shape":"ModelDataSource"},
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"modelKmsKeyArn":{"shape":"KmsKeyArn"},
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"roleArn":{"shape":"RoleArn"},
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"modelTags":{"shape":"TagList"},
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"clientRequestToken":{
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"shape":"IdempotencyToken",
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"idempotencyToken":true
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}
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}
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},
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"CreateCustomModelResponse":{
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"type":"structure",
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"required":["modelArn"],
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"members":{
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"modelArn":{"shape":"ModelArn"}
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}
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},
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"CreateEvaluationJobRequest":{
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"type":"structure",
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"required":[
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"type":"string",
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"max":1011,
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"min":20,
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"pattern":"arn:aws(-[^:]+)?:bedrock:[a-z0-9-]{1,20}:[0-9]{12}:custom-model/[a-z0-9-]{1,63}[.]{1}[a-z0-9-]{1,63}([a-z0-9-]{1,63}[.]){0,2}[a-z0-9-]{1,63}([:][a-z0-9-]{1,63}){0,2}/[a-z0-9]{12}"
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"pattern":"arn:aws(-[^:]+)?:bedrock:[a-z0-9-]{1,20}:[0-9]{12}:custom-model/(imported|[a-z0-9-]{1,63}[.]{1}[a-z0-9-]{1,63}([a-z0-9-]{1,63}[.]){0,2}[a-z0-9-]{1,63}([:][a-z0-9-]{1,63}){0,2}/[a-z0-9]{12})"
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},
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"CustomModelName":{
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"type":"string",
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"baseModelArn":{"shape":"ModelArn"},
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"baseModelName":{"shape":"ModelName"},
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"customizationType":{"shape":"CustomizationType"},
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"ownerAccountId":{"shape":"AccountId"}
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"ownerAccountId":{"shape":"AccountId"},
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"modelStatus":{"shape":"ModelStatus"}
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}
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},
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"CustomModelSummaryList":{
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"enum":[
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"FINE_TUNING",
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"CONTINUED_PRE_TRAINING",
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"DISTILLATION"
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"DISTILLATION",
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"IMPORTED"
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]
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},
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"DataProcessingDetails":{
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"required":[
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"modelArn",
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"modelName",
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"jobArn",
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"baseModelArn",
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"trainingDataConfig",
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"outputDataConfig",
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"creationTime"
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],
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"members":{
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"trainingMetrics":{"shape":"TrainingMetrics"},
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"validationMetrics":{"shape":"ValidationMetrics"},
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"creationTime":{"shape":"Timestamp"},
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"customizationConfig":{"shape":"CustomizationConfig"}
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"customizationConfig":{"shape":"CustomizationConfig"},
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"modelStatus":{"shape":"ModelStatus"},
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"failureMessage":{"shape":"ErrorMessage"}
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}
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},
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"GetEvaluationJobRequest":{
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"clientRequestToken":{"shape":"IdempotencyToken"},
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"roleArn":{"shape":"RoleArn"},
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"status":{"shape":"ModelCustomizationJobStatus"},
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"failureMessage":{"shape":"ErrorMessage"},
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"statusDetails":{"shape":"StatusDetails"},
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"failureMessage":{"shape":"ErrorMessage"},
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"creationTime":{"shape":"Timestamp"},
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"lastModifiedTime":{"shape":"Timestamp"},
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"endTime":{"shape":"Timestamp"},
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"shape":"Boolean",
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"location":"querystring",
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"locationName":"isOwned"
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},
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"modelStatus":{
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"shape":"ModelStatus",
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"location":"querystring",
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"locationName":"modelStatus"
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}
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}
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},
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"type":"string",
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"max":1011,
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"min":20,
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"pattern":"arn:aws(-[^:]+)?:bedrock:[a-z0-9-]{1,20}:(([0-9]{12}:custom-model/[a-z0-9-]{1,63}[.]{1}[a-z0-9-]{1,63}(([:][a-z0-9-]{1,63}){0,2})?/[a-z0-9]{12})|(:foundation-model/[a-z0-9-]{1,63}[.]{1}([a-z0-9-]{1,63}[.]){0,2}[a-z0-9-]{1,63}([:][a-z0-9-]{1,63}){0,2}))"
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"pattern":"arn:aws(-[^:]+)?:bedrock:[a-z0-9-]{1,20}:(([0-9]{12}:custom-model/((imported)|([a-z0-9-]{1,63}[.]{1}[a-z0-9-]{1,63}))(([:][a-z0-9-]{1,63}){0,2})?/[a-z0-9]{12})|(:foundation-model/[a-z0-9-]{1,63}[.]{1}([a-z0-9-]{1,63}[.]){0,2}[a-z0-9-]{1,63}([:][a-z0-9-]{1,63}){0,2}))"
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},
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"ModelCopyJobArn":{
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"type":"string",
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"baseModelArn":{"shape":"ModelArn"},
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"jobName":{"shape":"JobName"},
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"status":{"shape":"ModelCustomizationJobStatus"},
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"lastModifiedTime":{"shape":"Timestamp"},
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"statusDetails":{"shape":"StatusDetails"},
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"lastModifiedTime":{"shape":"Timestamp"},
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"creationTime":{"shape":"Timestamp"},
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"endTime":{"shape":"Timestamp"},
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"customModelArn":{"shape":"CustomModelArn"},
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"type":"string",
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"max":2048,
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"min":1,
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"pattern":"arn:aws(-[^:]+)?:bedrock:[a-z0-9-]{1,20}:(([0-9]{12}:custom-model/[a-z0-9-]{1,63}[.]{1}[a-z0-9-]{1,63}(([:][a-z0-9-]{1,63}){0,2})?/[a-z0-9]{12})|(:foundation-model/([a-z0-9-]{1,63}[.]{1}[a-z0-9-]{1,63}([.]?[a-z0-9-]{1,63})([:][a-z0-9-]{1,63}){0,2})))|(([a-z0-9-]{1,63}[.]{1}[a-z0-9-]{1,63}([.]?[a-z0-9-]{1,63})([:][a-z0-9-]{1,63}){0,2}))|(([0-9a-zA-Z][_-]?)+)"
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"pattern":"arn:aws(-[^:]+)?:bedrock:[a-z0-9-]{1,20}:(([0-9]{12}:custom-model/((imported)|([a-z0-9-]{1,63}[.]{1}[a-z0-9-]{1,63}))(([:][a-z0-9-]{1,63}){0,2})?/[a-z0-9]{12})|(:foundation-model/([a-z0-9-]{1,63}[.]{1}[a-z0-9-]{1,63}([.]?[a-z0-9-]{1,63})([:][a-z0-9-]{1,63}){0,2})))|(([a-z0-9-]{1,63}[.]{1}[a-z0-9-]{1,63}([.]?[a-z0-9-]{1,63})([:][a-z0-9-]{1,63}){0,2}))|(([0-9a-zA-Z][_-]?)+)"
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},
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"ModelImportJobArn":{
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"type":"string",
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"min":0,
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"pattern":".*arn:aws:sagemaker:.*:hub-content/SageMakerPublicHub/Model/.*"
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},
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"ModelStatus":{
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"type":"string",
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"enum":[
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"Active",
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"Creating",
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"Failed"
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]
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},
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"NonBlankString":{
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"type":"string",
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"pattern":"[\\s\\S]*"
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"type":"string",
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"max":1011,
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"min":20,
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"pattern":".*(^[a-zA-Z0-9][a-zA-Z0-9\\-]*$)|(^arn:aws(-[^:]+)?:bedrock:[a-z0-9-]{1,20}:([0-9]{12}|)((:(fine-tuning-job|model-customization-job|custom-model)/[a-z0-9-]{1,63}[.]{1}[a-z0-9-]{1,63}([a-z0-9-]{1,63}[.]){0,2}[a-z0-9-]{1,63}([:][a-z0-9-]{1,63}){0,2}(/[a-z0-9]{12})$)|(:guardrail/[a-z0-9]+$)|(:automated-reasoning-policy/[a-zA-Z0-9]+(:[a-zA-Z0-9]+)?$)|(:(inference-profile|application-inference-profile)/[a-zA-Z0-9-:.]+$)|(:(provisioned-model|model-invocation-job|model-evaluation-job|evaluation-job|model-import-job|imported-model|async-invoke|provisioned-model-v2|provisioned-model-reservation|prompt-router)/[a-z0-9]{12}$))).*"
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"pattern":".*(^[a-zA-Z0-9][a-zA-Z0-9\\-]*$)|(^arn:aws(-[^:]+)?:bedrock:[a-z0-9-]{1,20}:[0-9]{12}:custom-model/([a-z0-9-]{1,63}[.][a-z0-9-]{1,63}(([:][a-z0-9-]{1,63}){0,2})?|imported)/[a-z0-9]{12}$)|(^arn:aws(-[^:]+)?:bedrock:[a-z0-9-]{1,20}:([0-9]{12}|)((:(fine-tuning-job|model-customization-job)/[a-z0-9-]{1,63}[.]{1}[a-z0-9-]{1,63}([a-z0-9-]{1,63}[.]){0,2}[a-z0-9-]{1,63}([:][a-z0-9-]{1,63}){0,2}(/[a-z0-9]{12})$)|(:guardrail/[a-z0-9]+$)|(:automated-reasoning-policy/[a-zA-Z0-9]+(:[a-zA-Z0-9]+)?$)|(:(inference-profile|application-inference-profile)/[a-zA-Z0-9-:.]+$)|(:(provisioned-model|model-invocation-job|model-evaluation-job|evaluation-job|model-import-job|imported-model|async-invoke|provisioned-model-v2|provisioned-model-reservation|prompt-router|custom-model-deployment)/[a-z0-9]{12}$))).*"
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},
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"TeacherModelConfig":{
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"type":"structure",

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