2025/10/28 - 2 new 5 updated api methods
Changes Amazon SageMaker now supports deleting training and processing jobs in a terminal status.
2025/10/24 - 3 updated api methods
Changes Added inference components model data caching feature
2025/09/09 - 12 updated api methods
Changes Released IPv6 support with dual-stack domain options on SageMaker Studio and introduced support for p6-b200.48xlarge instance type on SageMaker Studio for JupyterLab and CodeEditor applications.
2025/09/05 - 20 updated api methods
Changes Release IPv6 support with dualstack in SageMaker Notebooks, Tiered Storage Checkpointing Support in SageMaker HyperPod and P5.4xlarge instance type for SageMaker Hosting.
2025/08/27 - 3 updated api methods
Changes This release adds support for AutoScaling on SageMaker HyperPod.
2025/08/22 - 11 updated api methods
Changes Launch SageMaker Notebook Instances support for AL2023 along with P6-B200 instance type and Rootless Docker support for SageMaker Studio.
2025/08/20 - 26 updated api methods
Changes This release adds 1/ Launch ml.p5.4xlarge instance in Processing jobs, Training jobs and Training Plan 2/ Makes S3Uri to be required for S3FileSystem and S3FileSystemConfig.
2025/08/18 - 9 updated api methods
Changes Customer managed keys now available for volume encryption of SageMaker HyperPod clusters.
2025/08/13 - 4 updated api methods
Changes This release introduces compute quota for GPU, Trainium accelerators, vCPU, and vCPU memory utilization across teams in HyperPod clusters
2025/08/12 - 4 updated api methods
Changes IAM Identity Center trusted identity propagation is now supported in SageMaker Studio.
2025/08/08 - 2 new 13 updated api methods
Changes Adds support for GB200 UltraServers in Amazon SageMaker training jobs, training plans, and HyperPod clusters
2025/08/05 - 3 new 7 updated api methods
Changes Add support for SageMaker Hyperpod continuous scaling and custom AMI; Introduce new APIs: ListClusterEvents, DescribeClusterEvent, BatchAddClusterNodes
2025/08/04 - 2 new api methods
Changes This release adds the ability for customers to attach and detach their EBS volumes to EKS-orchestrated HyperPod cluster nodes.
2025/07/21 - 16 updated api methods
Changes This release adds 1/ Support for S3FileSystem in CustomFileSystems 2/ The ability for a customer to select their preferred IpAddressType for use with private Workforces 3/ Support for p4de instance type in SageMaker Training Plans
2025/07/15 - 2 new 9 updated api methods
Changes This release adds support for a new Restricted instance group type to enable a specialized environment for running Nova customization jobs on SageMaker HyperPod clusters. This release also adds support for SageMaker pipeline versioning.
2025/07/03 - 2 new 4 updated api methods
Changes Changes include new StartSession API for SageMaker Studio spaces and CreateHubContentPresignedUrls API for SageMaker JumpStart.
2025/06/19 - 4 updated api methods
Changes This release introduces alternative support for utilizing CFN templates from S3 for SageMaker Projects.
2025/06/18 - 9 updated api methods
Changes Add support for p6-b200 instance type for SageMaker Hyperpod
2025/06/16 - 34 updated api methods
Changes This release 1) adds a new S3DataType Converse for SageMaker training 2)adds C8g R7gd M8g C6in P6 P6e instance type for SageMaker endpoint 3) adds m7i, r7i, c7i instance type for SageMaker Training and Processing.
2025/06/04 - 10 updated api methods
Changes Added support for p6-b200 instance type in SageMaker Training Jobs and Training Plans.
2025/05/30 - 7 updated api methods
Changes Release new parameter CapacityReservationConfig in ProductionVariant
2025/05/29 - 1 updated api methods
Changes Add maintenance status field to DescribeMlflowTrackingServer API response
2025/05/07 - 6 updated api methods
Changes SageMaker AI Studio users can now migrate to SageMaker Unified Studio, which offers a unified web-based development experience that integrates AWS data, analytics, artificial intelligence (AI), and machine learning (ML) services, as well as additional tools and resource
2025/05/01 - 6 updated api methods
Changes Feature - Adding support for Scheduled and Rolling Update Software in Sagemaker Hyperpod.
2025/04/29 - 12 updated api methods
Changes Introduced support for P5en instance types on SageMaker Studio for JupyterLab and CodeEditor applications.
2025/04/18 - 3 updated api methods
Changes This release adds a new Neuron driver option in InferenceAmiVersion parameter for ProductionVariant. Additionally, it adds support for fetching model lifecycle status in the ListModelPackages API. Users can now use this API to view the lifecycle stage of models that have been shared with them.
2025/04/03 - 9 updated api methods
Changes Adds support for i3en, m7i, r7i instance types for SageMaker Hyperpod
2025/04/01 - 1 updated api methods
Changes Added tagging support for SageMaker notebook instance lifecycle configurations
2025/03/28 - 7 updated api methods
Changes TransformAmiVersion for Batch Transform and SageMaker Search Service Aggregate Search API Extension
2025/03/27 - 2 updated api methods
Changes add: recovery mode for SageMaker Studio apps
2025/03/25 - 2 updated api methods
Changes This release adds support for customer-managed KMS keys in Amazon SageMaker Partner AI Apps
2025/03/21 - 3 updated api methods
Changes This release does the following: 1.) Adds DurationHours as a required field to the SearchTrainingPlanOfferings action in the SageMaker AI API; 2.) Adds support for G6e instance types for SageMaker AI inference optimization jobs.
2025/03/19 - 17 updated api methods
Changes Added support for g6, g6e, m6i, c6i instance types in SageMaker Processing Jobs.
2025/03/03 - 1 updated api methods
Changes Add DomainId to CreateDomainResponse
2025/02/27 - 2 new 11 updated api methods
Changes SageMaker HubService is introducing support for creating Training Jobs in Curated Hub (Private Hub). Additionally, it is introducing two new APIs: UpdateHubContent and UpdateHubContentReference.
2025/02/26 - 2 updated api methods
Changes AWS SageMaker InferenceComponents now support rolling update deployments for Inference Components.
2025/02/20 - 1 updated api methods
Changes Added new capability in the UpdateCluster operation to remove instance groups from your SageMaker HyperPod cluster.
2025/02/19 - 14 updated api methods
Changes Adds r8g instance type support to SageMaker Realtime Endpoints
2025/02/13 - 2 updated api methods
Changes Adds additional values to the InferenceAmiVersion parameter in the ProductionVariant data type.
2025/01/31 - 14 updated api methods
Changes This release introduces a new valid value in InstanceType parameter: p5en.48xlarge, in ProductionVariant.
2025/01/16 - 3 updated api methods
Changes Added support for ml.trn1.32xlarge instance type in Reserved Capacity Offering
2025/01/08 - 1 updated api methods
Changes Adds support for IPv6 for SageMaker HyperPod cluster nodes.
2025/01/02 - 9 updated api methods
Changes Adding ETag information with Model Artifacts for Model Registry
2024/12/20 - 18 updated api methods
Changes This release adds support for c6i, m6i and r6i instance on SageMaker Hyperpod and trn1 instances in batch
2024/12/04 - 20 new 23 updated api methods
Changes Amazon SageMaker HyperPod launched task governance to help customers maximize accelerator utilization for model development and flexible training plans to meet training timelines and budget while reducing weeks of training time. AI apps from AWS partner is now available in SageMaker.
2024/11/22 - 23 updated api methods
Changes This release adds APIs for new features for SageMaker endpoint to scale down to zero instances, native support for multi-adapter inference, and endpoint scaling improvements.
2024/11/14 - 17 updated api methods
Changes Add support for Neuron instance types [ trn1/trn1n/inf2 ] on SageMaker Notebook Instances Platform.
2024/10/31 - 1 new 13 updated api methods
Changes SageMaker HyperPod adds scale-down at instance level via BatchDeleteClusterNodes API and group level via UpdateCluster API. SageMaker Training exposes secondary job status in TrainingJobSummary from ListTrainingJobs API. SageMaker now supports G6, G6e, P5e instances for HyperPod and Training.
2024/10/30 - 4 updated api methods
Changes Added support for Model Registry Staging construct. Users can define series of stages that models can progress through for model workflows and lifecycle. This simplifies tracking and managing models as they transition through development, testing, and production stages.
2024/10/29 - 7 updated api methods
Changes Adding `notebook-al2-v3` as allowed value to SageMaker NotebookInstance PlatformIdentifier attribute
2024/10/02 - 7 updated api methods
Changes releasing builtinlcc to public
2024/09/26 - 3 updated api methods
Changes Adding `TagPropagation` attribute to Sagemaker API
2024/09/24 - 6 updated api methods
Changes Adding `HiddenInstanceTypes` and `HiddenSageMakerImageVersionAliases` attribute to SageMaker API
2024/09/20 - 9 updated api methods
Changes Amazon SageMaker now supports using manifest files to specify the location of uncompressed model artifacts within Model Packages
2024/09/19 - 12 updated api methods
Changes Introduced support for G6e instance types on SageMaker Studio for JupyterLab and CodeEditor applications.
2024/09/09 - 5 updated api methods
Changes Amazon Sagemaker supports orchestrating SageMaker HyperPod clusters with Amazon EKS
2024/09/05 - 9 updated api methods
Changes Amazon SageMaker now supports idle shutdown of JupyterLab and CodeEditor applications on SageMaker Studio.
2024/09/03 - 6 updated api methods
Changes Amazon SageMaker now supports automatic mounting of a user's home folder in the Amazon Elastic File System (EFS) associated with the SageMaker Studio domain to their Studio Spaces to enable users to share data between their own private spaces.
2024/08/16 - 1 updated api methods
Changes Introduce Endpoint and EndpointConfig Arns in sagemaker:ListPipelineExecutionSteps API response
2024/08/12 - 8 updated api methods
Changes Releasing large data support as part of CreateAutoMLJobV2 in SageMaker Autopilot and CreateDomain API for SageMaker Canvas.
2024/08/01 - 6 updated api methods
Changes This release adds support for Amazon EMR Serverless applications in SageMaker Studio for running data processing jobs.
2024/07/18 - 21 updated api methods
Changes SageMaker Training supports R5, T3 and R5D instances family. And SageMaker Processing supports G5 and R5D instances family.
2024/07/09 - 5 new 6 updated api methods
Changes This release 1/ enables optimization jobs that allows customers to perform Ahead-of-time compilation and quantization. 2/ allows customers to control access to Amazon Q integration in SageMaker Studio. 3/ enables AdditionalModelDataSources for CreateModel action.
2024/06/27 - 6 updated api methods
Changes Add capability for Admins to customize Studio experience for the user by showing or hiding Apps and MLTools.
2024/06/20 - 2 new 14 updated api methods
Changes Adds support for model references in Hub service, and adds support for cross-account access of Hubs
2024/06/18 - 8 new 4 updated api methods
Changes Launched a new feature in SageMaker to provide managed MLflow Tracking Servers for customers to track ML experiments. This release also adds a new capability of attaching additional storage to SageMaker HyperPod cluster instances.
2024/06/11 - 5 updated api methods
Changes Introduced Scope and AuthenticationRequestExtraParams to SageMaker Workforce OIDC configuration; this allows customers to modify these options for their private Workforce IdP integration. Model Registry Cross-account model package groups are discoverable.
2024/06/07 - 2 updated api methods
Changes This release introduces a new optional parameter: InferenceAmiVersion, in ProductionVariant.
2024/06/04 - 1 updated api methods
Changes Extend DescribeClusterNode response with private DNS hostname and IP address, and placement information about availability zone and availability zone ID.
2024/05/30 - 8 updated api methods
Changes Adds Model Card information as a new component to Model Package. Autopilot launches algorithm selection for TimeSeries modality to generate AutoML candidates per algorithm.
2024/05/16 - 4 updated api methods
Changes Introduced WorkerAccessConfiguration to SageMaker Workteam. This allows customers to configure resource access for workers in a workteam.
2024/05/10 - 20 updated api methods
Changes Introduced support for G6 instance types on Sagemaker Notebook Instances and on SageMaker Studio for JupyterLab and CodeEditor applications.
2024/05/03 - 9 updated api methods
Changes Amazon SageMaker Inference now supports m6i, c6i, r6i, m7i, c7i, r7i and g5 instance types for Batch Transform Jobs
2024/04/30 - 15 updated api methods
Changes Amazon SageMaker Training now supports the use of attribute-based access control (ABAC) roles for training job execution roles. Amazon SageMaker Inference now supports G6 instance types.
2024/04/22 - 3 updated api methods
Changes This release adds support for Real-Time Collaboration and Shared Space for JupyterLab App on SageMaker Studio.
2024/03/29 - 10 updated api methods
Changes This release adds support for custom images for the CodeEditor App on SageMaker Studio
2024/03/25 - 12 updated api methods
Changes Introduced support for the following new instance types on SageMaker Studio for JupyterLab and CodeEditor applications: m6i, m6id, m7i, c6i, c6id, c7i, r6i, r6id, r7i, and p5
2024/03/15 - 8 updated api methods
Changes Adds m6i, m6id, m7i, c6i, c6id, c7i, r6i r6id, r7i, p5 instance type support to Sagemaker Notebook Instances and miscellaneous wording fixes for previous Sagemaker documentation.
2024/02/29 - 7 updated api methods
Changes Adds support for ModelDataSource in Model Packages to support unzipped models. Adds support to specify SourceUri for models which allows registration of models without mandating a container for hosting. Using SourceUri, customers can decouple the model from hosting information during registration.
2024/02/15 - 1 new api methods
Changes This release adds a new API UpdateClusterSoftware for SageMaker HyperPod. This API allows users to patch HyperPod clusters with latest platform softwares.
2024/02/02 - 6 updated api methods
Changes Amazon SageMaker Canvas adds GenerativeAiSettings support for CanvasAppSettings.
2024/01/26 - 1 new api methods
Changes Amazon SageMaker Automatic Model Tuning now provides an API to programmatically delete tuning jobs.
2024/01/14 - 7 updated api methods
Changes This release will have ValidationException thrown if certain invalid app types are provided. The release will also throw ValidationException if more than 10 account ids are provided in VpcOnlyTrustedAccounts.
2024/01/04 - 3 updated api methods
Changes Adding support for provisioned throughput mode for SageMaker Feature Groups
2023/12/28 - 3 updated api methods
Changes Amazon SageMaker Studio now supports Docker access from within app container
2023/12/21 - 4 updated api methods
Changes Amazon SageMaker Training now provides model training container access for debugging purposes. Amazon SageMaker Search now provides the ability to use visibility conditions to limit resource access to a single domain or multiple domains.
2023/12/15 - 1 new 49 updated api methods
Changes This release 1) introduces a new API: DeleteCompilationJob , and 2) adds InfraCheckConfig for Create/Describe training job API
2023/11/30 - 21 updated api methods
Changes This release adds support for 1/ Code Editor, based on Code-OSS, Visual Studio Code Open Source, a new fully managed IDE option in SageMaker Studio 2/ JupyterLab, a new fully managed JupyterLab IDE experience in SageMaker Studio
2023/11/29 - 13 new 20 updated api methods
Changes This release adds following support 1/ Improved SDK tooling for model deployment. 2/ New Inference Component based features to lower inference costs and latency 3/ SageMaker HyperPod management. 4/ Additional parameters for FM Fine Tuning in Autopilot
2023/11/22 - 3 updated api methods
Changes This feature adds the end user license agreement status as a model access configuration parameter.
2023/11/16 - 20 updated api methods
Changes Amazon SageMaker Studio now supports Trainium instance types - trn1.2xlarge, trn1.32xlarge, trn1n.32xlarge.
2023/11/01 - 1 updated api methods
Changes Support for batch transform input in Model dashboard