Release 3.25.0 (#6469)

Co-authored-by: Roja Reddy Sareddy <rsareddy@amazon.com>

Author: rsareddy0329

CHANGELOG.md

@@ -1,5 +1,32 @@
 # Changelog
 
+## v3.25.0 (2026-10-13)
+
+### New Features
+
+- feat(train): add the interactive Training Sessions client surface (#6452)
+
+### Bug Fixes
+
+- fix(core): prevent false-positive RoleValidationError under conditional access (#6029)
+- fix(core): resolve HuggingFace version alias in image URI tag (#5722)
+- fix(local): align local mode with the SageMaker service (#6317)
+- fix: make local mode health-check timeout configurable via session config (#5778)
+- fix(model-monitor): honor base_job_name for job definition names (#6372)
+- fix(processing): fix V3 shape regressions + KMS/requirements gaps in processors (#6364)
+- fix: accept CUSTOMIZATION capability in JumpStart hub documents (#6456)
+- fix(train): bound pydantic to <3.0.0 for cross-package consistency (#6363)
+- fix(train): set input_data_config to None (#6154)
+
+### Tests
+
+- chore(core): sync the bundled SageMaker service model with botocore (#6453)
+- test(train): bound capacity wait in gated JumpStart train test (#6397)
+- test(train): bound capacity wait in SMTJ SFT integ test (#6409)
+- test(train): fail fast in HyperPod SFT integ tests (#6449)
+- test(serve): fix Bedrock resource leaks in Nova integ tests (#6398)
+
+
 ## v3.24.0 (2026-10-07)
 
 ### New Features

VERSION

@@ -1 +1 @@
-3.24.0
+3.25.0

pyproject.toml

@@ -33,10 +33,10 @@ classifiers = [
   "Programming Language :: Python :: 3.13",
 ]
 dependencies = [
-  "sagemaker-core>=2.24.0,<3.0.0",
-  "sagemaker-train>=1.24.0,<2.0.0",
-  "sagemaker-serve>=1.24.0,<2.0.0",
-  "sagemaker-mlops>=1.24.0,<2.0.0",
+  "sagemaker-core>=2.25.0,<3.0.0",
+  "sagemaker-train>=1.25.0,<2.0.0",
+  "sagemaker-serve>=1.25.0,<2.0.0",
+  "sagemaker-mlops>=1.25.0,<2.0.0",
 ]
 
 [project.optional-dependencies]

sagemaker-core/CHANGELOG.md

@@ -1,5 +1,22 @@
 # Changelog
 
+## v2.25.0 (2026-10-13)
+
+### Bug Fixes
+
+- fix(core): prevent false-positive RoleValidationError under conditional access (#6029)
+- fix(core): resolve HuggingFace version alias in image URI tag (#5722)
+- fix(local): align local mode with the SageMaker service (#6317)
+- fix: make local mode health-check timeout configurable via session config (#5778)
+- fix(model-monitor): honor base_job_name for job definition names (#6372)
+- fix(processing): fix V3 shape regressions + KMS/requirements gaps in processors (#6364)
+- fix: accept CUSTOMIZATION capability in JumpStart hub documents (#6456)
+
+### Tests
+
+- chore(core): sync the bundled SageMaker service model with botocore (#6453)
+
+
 ## v2.24.0 (2026-10-07)
 
 ### New Features

sagemaker-core/VERSION

@@ -1 +1 @@
-2.24.0
+2.25.0

sagemaker-mlops/CHANGELOG.md

@@ -1,5 +1,12 @@
 # Changelog
 
+## v1.25.0 (2026-10-13)
+
+### Bug Fixes
+
+- No functional changes; version bump for dependency-pin alignment with core 2.25.0 / train 1.25.0 / serve 1.25.0.
+
+
 ## v1.24.0 (2026-10-07)
 
 ### New Features

sagemaker-mlops/VERSION

@@ -1 +1 @@
-1.24.0
+1.25.0

sagemaker-mlops/pyproject.toml

@@ -23,9 +23,9 @@ classifiers = [
     "Programming Language :: Python :: 3.13",
 ]
 dependencies = [
-    "sagemaker-core>=2.24.0",
-    "sagemaker-train>=1.24.0",
-    "sagemaker-serve>=1.24.0",
+    "sagemaker-core>=2.25.0",
+    "sagemaker-train>=1.25.0",
+    "sagemaker-serve>=1.25.0",
     "cryptography>=46.0.0",
     "boto3>=1.42.2,<2.0",
     "botocore>=1.42.2,<2.0",

sagemaker-serve/CHANGELOG.md

@@ -1,5 +1,12 @@
 # Changelog
 
+## v1.25.0 (2026-10-13)
+
+### Tests
+
+- test(serve): fix Bedrock resource leaks in Nova integ tests (#6398)
+
+
 ## v1.24.0 (2026-10-07)
 
 ### Bug Fixes

sagemaker-serve/VERSION

@@ -1 +1 @@
-1.24.0
+1.25.0