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Update models for release
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‎.changes/3.366.0‎

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[
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{
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"type": "api-change",
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"category": "Bedrock",
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"description": "Adding support in Amazon Bedrock to customize models with reinforcement fine-tuning (RFT) and support for updating the existing Custom Model Deployments."
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},
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{
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"type": "api-change",
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"category": "SageMaker",
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"description": "Introduces Serverless training: A fully managed compute infrastructure that abstracts away all infrastructure complexity, allowing you to focus purely on model development. Added AI model customization assets used to train, refine, and evaluate custom models during the model customization process."
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}
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]

‎.changes/nextrelease/8.5-support.json‎

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‎CHANGELOG.md‎

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# CHANGELOG
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## next release
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* `Aws\` - Adds support for PHP 8.5
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* `Aws\Bedrock` - Adding support in Amazon Bedrock to customize models with reinforcement fine-tuning (RFT) and support for updating the existing Custom Model Deployments.
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* `Aws\SageMaker` - Introduces Serverless training: A fully managed compute infrastructure that abstracts away all infrastructure complexity, allowing you to focus purely on model development. Added AI model customization assets used to train, refine, and evaluate custom models during the model customization process.
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## 3.365.0 - 2025-12-02
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* `Aws\` - Fixed an issue in NonSeekableStreamDecodingEventStreamIterator where partial reads from non-seekable streams could result in truncated payloads and CRC mismatches.

‎src/Bedrock/BedrockClient.php‎

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* @method \GuzzleHttp\Promise\Promise updateAutomatedReasoningPolicyAnnotationsAsync(array $args = [])
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* @method \Aws\Result updateAutomatedReasoningPolicyTestCase(array $args = [])
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* @method \GuzzleHttp\Promise\Promise updateAutomatedReasoningPolicyTestCaseAsync(array $args = [])
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* @method \Aws\Result updateCustomModelDeployment(array $args = [])
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* @method \GuzzleHttp\Promise\Promise updateCustomModelDeploymentAsync(array $args = [])
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* @method \Aws\Result updateGuardrail(array $args = [])
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* @method \GuzzleHttp\Promise\Promise updateGuardrailAsync(array $args = [])
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* @method \Aws\Result updateMarketplaceModelEndpoint(array $args = [])

‎src/data/bedrock/2023-04-20/api-2.json‎

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],
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"idempotent":true
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},
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"UpdateCustomModelDeployment":{
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"name":"UpdateCustomModelDeployment",
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"http":{
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"method":"PATCH",
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"requestUri":"/model-customization/custom-model-deployments/{customModelDeploymentIdentifier}",
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"responseCode":202
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},
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"input":{"shape":"UpdateCustomModelDeploymentRequest"},
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"output":{"shape":"UpdateCustomModelDeploymentResponse"},
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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":"InternalServerException"},
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{"shape":"ThrottlingException"}
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],
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"idempotent":true
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},
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"UpdateGuardrail":{
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"name":"UpdateGuardrail",
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"http":{
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"type":"list",
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"member":{"shape":"CustomModelDeploymentSummary"}
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},
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"CustomModelDeploymentUpdateDetails":{
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"type":"structure",
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"required":[
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"modelArn",
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"updateStatus"
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],
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"members":{
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"modelArn":{"shape":"ModelArn"},
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"updateStatus":{"shape":"CustomModelDeploymentUpdateStatus"}
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}
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},
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"CustomModelDeploymentUpdateStatus":{
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"type":"string",
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"enum":[
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"Updating",
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"UpdateCompleted",
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"UpdateFailed"
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]
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},
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"CustomModelName":{
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"type":"string",
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"max":63,
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"CustomizationConfig":{
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"type":"structure",
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"members":{
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"distillationConfig":{"shape":"DistillationConfig"}
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"distillationConfig":{"shape":"DistillationConfig"},
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"rftConfig":{"shape":"RFTConfig"}
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},
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"union":true
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},
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"FINE_TUNING",
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"CONTINUED_PRE_TRAINING",
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"DISTILLATION",
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"REINFORCEMENT_FINE_TUNING",
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"IMPORTED"
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]
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},
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"NOT_AVAILABLE"
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]
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},
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"EpochCount":{
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"type":"integer",
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"box":true,
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"max":50,
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"min":1
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},
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"ErrorMessage":{
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"type":"string",
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"max":2048,
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"createdAt":{"shape":"Timestamp"},
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"status":{"shape":"CustomModelDeploymentStatus"},
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"description":{"shape":"CustomModelDeploymentDescription"},
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"updateDetails":{"shape":"CustomModelDeploymentUpdateDetails"},
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"failureMessage":{"shape":"ErrorMessage"},
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"lastUpdatedAt":{"shape":"Timestamp"}
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}
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"formData":{"shape":"AcknowledgementFormDataBody"}
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}
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},
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"GraderConfig":{
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"type":"structure",
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"members":{
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"lambdaGrader":{"shape":"LambdaGraderConfig"}
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},
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"union":true
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},
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"GuardrailArn":{
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"type":"string",
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"max":2048,
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"max":100,
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"min":1
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},
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"LambdaArn":{
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"type":"string",
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"max":512,
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"min":1,
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"pattern":"arn:(aws[a-zA-Z-]*)?:lambda:[a-z]{2}(-gov)?-[a-z]+-\\d{1}:\\d{12}:function:[a-zA-Z0-9-_\\.]+(:(\\$LATEST|[a-zA-Z0-9-_]+))?"
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},
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"LambdaGraderConfig":{
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"type":"structure",
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"required":["lambdaArn"],
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"members":{
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"lambdaArn":{"shape":"LambdaArn"}
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}
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},
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"LegalTerm":{
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"type":"structure",
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"members":{
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"max":1000,
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"min":1
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},
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"RFTBatchSize":{
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"type":"integer",
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"box":true,
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"max":512,
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"min":16
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},
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"RFTConfig":{
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"type":"structure",
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"members":{
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"graderConfig":{"shape":"GraderConfig"},
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"hyperParameters":{"shape":"RFTHyperParameters"}
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}
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},
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"RFTEvalInterval":{
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"type":"integer",
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"box":true,
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"max":100,
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"min":1
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},
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"RFTHyperParameters":{
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"type":"structure",
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"members":{
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"epochCount":{"shape":"EpochCount"},
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"batchSize":{"shape":"RFTBatchSize"},
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"learningRate":{"shape":"RFTLearningRate"},
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"maxPromptLength":{"shape":"RFTMaxPromptLength"},
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"trainingSamplePerPrompt":{"shape":"RFTTrainingSamplePerPrompt"},
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"inferenceMaxTokens":{"shape":"RFTInferenceMaxTokens"},
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"reasoningEffort":{"shape":"ReasoningEffort"},
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"evalInterval":{"shape":"RFTEvalInterval"}
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}
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},
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"RFTInferenceMaxTokens":{
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"type":"integer",
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"box":true
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},
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"RFTLearningRate":{
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"type":"float",
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"box":true,
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"max":0.001,
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"min":0.0000001
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},
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"RFTMaxPromptLength":{
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"type":"integer",
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"box":true
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},
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"RFTTrainingSamplePerPrompt":{
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"type":"integer",
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"box":true,
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"max":16,
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"min":2
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},
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"RagConfigs":{
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"type":"list",
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"member":{"shape":"RAGConfig"},
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"max":100,
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"min":1
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},
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"ReasoningEffort":{
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"type":"string",
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"enum":[
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"low",
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"medium",
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"high"
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]
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},
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"RegionAvailability":{
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"type":"string",
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"enum":[
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"testCaseId":{"shape":"AutomatedReasoningPolicyTestCaseId"}
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}
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},
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"UpdateCustomModelDeploymentRequest":{
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"type":"structure",
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"required":[
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"modelArn",
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"customModelDeploymentIdentifier"
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],
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"members":{
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"modelArn":{"shape":"CustomModelArn"},
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"customModelDeploymentIdentifier":{
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"shape":"CustomModelDeploymentIdentifier",
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"location":"uri",
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"locationName":"customModelDeploymentIdentifier"
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}
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}
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},
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"UpdateCustomModelDeploymentResponse":{
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"type":"structure",
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"required":["customModelDeploymentArn"],
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"members":{
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"customModelDeploymentArn":{"shape":"CustomModelDeploymentArn"}
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}
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},
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"UpdateGuardrailRequest":{
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"type":"structure",
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"required":[

‎src/data/bedrock/2023-04-20/api-2.json.php‎

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