v2.232.1

Bug Fixes and Other Changes

• update image_uri_configs 09-17-2024 07:17:54 PST
• support latest container version in image_uris and DJLModel for lmi c…

v2.232.0

Features

• add deployment config name in modelbuilder telemetry
• add Clarify image URIs for us-isof

Bug Fixes and Other Changes

• chore: add flaky test markers & skip region with low P3 instance capacity
• update image_uri_configs 09-11-2024 11:54:11 PST
• update image_uri_configs 09-10-2024 07:18:01 PST
• [change] add us-gov and cn region repo accounts to djl and hugging face image metadata
• update image_uri_configs 09-06-2024 07:17:55 PST
• add us-gov region repo accounts to djl image metadata
• pass name from modelbuilder constructor to created model

v2.231.0

Features

• Add SageMaker Core to the dependency

Bug Fixes and Other Changes

• Disable test_mnist_async
• SMP v2.5
• update image_uri_configs 08-29-2024 07:17:59 PST

v2.230.0

Features

• FastAPI integration for In_Process Mode (2/2)

Bug Fixes and Other Changes

• chore: add HF LLM neuronx 0.0.24 image
• TF-2.16 test modification and handling
• fix test fail
• Add troubleshooting links to exceptions
• cross account private hub model fine-tuning
• chore: cleanup jumpstart factory
• disable failing integration tests

v2.229.0

Features

• Support for ModelBuilder In_Process Mode (1/2)
• Pulling in dependencies (in_process mode) using conda environment
• Add optional CodeArtifact login to FrameworkProcessing job script
• implemented security-monitoring to send metrics to CW #1510

Bug Fixes and Other Changes

• alt configs model deployment and training issues
• fix keras extension in integ test
• update image_uri_configs 08-13-2024 07:17:54 PST
• trn1 instance family does not support volume size
• Update model.py
• removed log statement
• update image_uri_configs 08-09-2024 07:18:00 PST
• Added torchrun compatibility for distributet training across multiple GPUs in a single node (single instance)
• BiasConfig type hint
• add model monitor image accounts for ap-southeast-5 and eu-central-2
• aligned UTC times with PST
• ensure hpt jobs inherit tags from config
• add JumpStart PDT and OSU regions
• chore(deps): bump certifi in /src/sagemaker/serve/utils
• Updates for DJL 0.29.0 release
• chore(deps): bump apache-airflow from 2.9.2 to 2.9.3 in /requirements/extras
• chore(deps): bump torch from 2.0.1 to 2.2.0 in /tests/data/serve_resources/mlflow/pytorch
• avoided printing stack trace and escaped input
• removing kwargs as this is breaking predictor_cls param for mode…

v2.228.0

Features

• triton v24.05

Bug Fixes and Other Changes

• chore: telemetry for deployment configs
• censoring sensitive values from being logged
• update image_uri_configs 08-05-2024 07:17:38 PST
• enable uncompressed model artifacts upload to S3 for SAGEMAKER_ENDPOINT overwrite for TGI, TEI, MMS model servers
• ModelReference deployment for Alt Configs models
• Add optional typecheck for nullable parameters
• Update package metadata
• release TEI 1.4.0

v2.227.0

Features

• added code scanning through CodeQL

Bug Fixes and Other Changes

• Fixed cpu isntance type for the estimator register test
• update image_uri_configs 07-29-2024 11:28:28 PST
• avoid AccessDenied error for a while on SageMaker Studio wtih do…
• SMP PT 2.3 Fix
• chore: pin framework version in serverless inference tests
• image uri in TGI 2.2.0 image
• explicitly access enum member values to avoid Python version related regression
• chore: add huggingface TGI 2.2.0 config
• update image_uri_configs 07-22-2024 11:53:54 PST
• update image_uri_configs 07-17-2024 07:17:38 PST
• update image_uri_configs 07-16-2024 07:17:45 PST
• add support for new regions

v2.226.1

prepare release v2.226.1

v2.226.0

Features

• Curated hub improvements
• InferenceSpec support for MMS and testing

Bug Fixes and Other Changes

• ModelBuilder not passing HF_TOKEN to model.
• update image_uri_configs 07-10-2024 07:18:04 PST

v2.225.0

Features

• model optimization

Bug Fixes and Other Changes

• fix integ test
• update uris for v1.1.1
• update image_uri_configs 07-04-2024 07:17:24 PST