From 0bc393a144200057a55debadf029c620ba85caf0 Mon Sep 17 00:00:00 2001 From: rsareddy0329 Date: Tue, 2 Jun 2026 10:38:31 -0700 Subject: [PATCH 01/17] Update meta CHANGELOG.md --- CHANGELOG.md | 16 ++++++++++++++++ 1 file changed, 16 insertions(+) diff --git a/CHANGELOG.md b/CHANGELOG.md index 8ee48eadcf..46d2d688e7 100644 --- a/CHANGELOG.md +++ b/CHANGELOG.md @@ -1,4 +1,20 @@ # Changelog +## v3.13.0 (2026-06-02) +### New Features + +- **feat: Model customization** - Add new finetuning Trainer - MultiTurnRLTrainer(Multi-Turn Reinforcement Learning) +- **feat: Model customization** - Add new evaluator - MultiTurnRLEvaluator + +### Documentation + +- Add details for MTRL trainer along with other finetuning interfaces under Model customization Section - https://sagemaker.readthedocs.io/en/stable/model_customization/model_customization.html +- Add details for MTRL evaluator along with existing evaluators. + +### Bug Fixes + +- fix: set sagemaker_config=None on mock session in test_from_jumpstart_config_applies_volume_size +- Restore BatchTransformInput.destination attribute in v3 + ## v3.12.0 (2026-05-19) ### New Features From 1b3bb83a430a61cfbd5981ef5f118b2aa1683fe9 Mon Sep 17 00:00:00 2001 From: rsareddy0329 Date: Tue, 2 Jun 2026 10:44:23 -0700 Subject: [PATCH 02/17] Update CHANGELOG.md sagemaker-core --- sagemaker-core/CHANGELOG.md | 6 ++++++ 1 file changed, 6 insertions(+) diff --git a/sagemaker-core/CHANGELOG.md b/sagemaker-core/CHANGELOG.md index 6786dfd403..737e6c4878 100644 --- a/sagemaker-core/CHANGELOG.md +++ b/sagemaker-core/CHANGELOG.md @@ -1,4 +1,10 @@ # Changelog +## v2.13.0 (2026-06-02) + +### Bug Fixes + +- Fix: Restore BatchTransformInput.destination attribute in v3 (#5865) + ## v2.12.0 (2026-05-19) ### New Features From 6c42b7c08534908f6498ec1cea2fe13d14060dc4 Mon Sep 17 00:00:00 2001 From: rsareddy0329 Date: Tue, 2 Jun 2026 10:46:37 -0700 Subject: [PATCH 03/17] Update CHANGELOG.md sagemaker-train --- sagemaker-train/CHANGELOG.md | 7 +++++++ 1 file changed, 7 insertions(+) diff --git a/sagemaker-train/CHANGELOG.md b/sagemaker-train/CHANGELOG.md index 7f2236d9b8..e56b0e398f 100644 --- a/sagemaker-train/CHANGELOG.md +++ b/sagemaker-train/CHANGELOG.md @@ -1,4 +1,11 @@ # Changelog + +## v1.13.0 (2026-06-02) + +### Bug Fixes + +- fix: apply gpu_intensive mark at test-level instead of module-level (#5896) + ## v1.12.0 (2026-05-19) ### Other From 241ffd76b3fc920b4492eaecb90eb9418781b3c4 Mon Sep 17 00:00:00 2001 From: rsareddy0329 Date: Tue, 2 Jun 2026 10:49:09 -0700 Subject: [PATCH 04/17] Update CHANGELOG.md sagemaker-serve --- sagemaker-serve/CHANGELOG.md | 6 ++++++ 1 file changed, 6 insertions(+) diff --git a/sagemaker-serve/CHANGELOG.md b/sagemaker-serve/CHANGELOG.md index 5955b0a413..ea5a821814 100644 --- a/sagemaker-serve/CHANGELOG.md +++ b/sagemaker-serve/CHANGELOG.md @@ -1,4 +1,10 @@ # Changelog +## v1.13.0 (2026-06-02) + +### Bug Fixes + +- fix: set sagemaker_config=None on mock session in test_from_jumpstart_config_applies_volume_size (#5882) + ## v1.12.0 (2026-05-19) ### Bug Fixes From c7032d6ac04cebcce19b9504ca6bf0a7924739ba Mon Sep 17 00:00:00 2001 From: rsareddy0329 Date: Tue, 2 Jun 2026 10:50:11 -0700 Subject: [PATCH 05/17] Update CHANGELOG.md sagemaker-mlops --- sagemaker-mlops/CHANGELOG.md | 4 ++++ 1 file changed, 4 insertions(+) diff --git a/sagemaker-mlops/CHANGELOG.md b/sagemaker-mlops/CHANGELOG.md index 6dfb96c5a7..342c02683f 100644 --- a/sagemaker-mlops/CHANGELOG.md +++ b/sagemaker-mlops/CHANGELOG.md @@ -1,4 +1,8 @@ # Changelog +## v1.13.0 (2026-06-02) + +- Update module dependencies + ## v1.12.0 (2026-05-19) ### New Features From 6815a8ba7686a016c17de2eaa69686ae159c1b75 Mon Sep 17 00:00:00 2001 From: rsareddy0329 Date: Tue, 2 Jun 2026 10:50:45 -0700 Subject: [PATCH 06/17] Update VERSION meta --- VERSION | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/VERSION b/VERSION index 92536a9e48..4eba2a62eb 100644 --- a/VERSION +++ b/VERSION @@ -1 +1 @@ -3.12.0 +3.13.0 From f901cde955fa641e2f483870fc54456006f57c54 Mon Sep 17 00:00:00 2001 From: rsareddy0329 Date: Tue, 2 Jun 2026 10:53:33 -0700 Subject: [PATCH 07/17] Update pyproject.toml meta --- pyproject.toml | 8 ++++---- 1 file changed, 4 insertions(+), 4 deletions(-) diff --git a/pyproject.toml b/pyproject.toml index 8b3aa3e5da..2166429c42 100644 --- a/pyproject.toml +++ b/pyproject.toml @@ -33,10 +33,10 @@ classifiers = [ "Programming Language :: Python :: 3.12", ] dependencies = [ - "sagemaker-core>=2.12.0,<3.0.0", - "sagemaker-train>=1.12.0,<2.0.0", - "sagemaker-serve>=1.12.0,<2.0.0", - "sagemaker-mlops>=1.12.0,<2.0.0", + "sagemaker-core>=2.13.0,<3.0.0", + "sagemaker-train>=1.13.0,<2.0.0", + "sagemaker-serve>=1.13.0,<2.0.0", + "sagemaker-mlops>=1.13.0,<2.0.0", ] [project.optional-dependencies] From 813ed9fbb2ddeba2f971d85417ab6cc903b120de Mon Sep 17 00:00:00 2001 From: rsareddy0329 Date: Tue, 2 Jun 2026 10:54:06 -0700 Subject: [PATCH 08/17] Update VERSION sagemaker-core --- sagemaker-core/VERSION | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/sagemaker-core/VERSION b/sagemaker-core/VERSION index d8b698973a..fb2c0766b7 100644 --- a/sagemaker-core/VERSION +++ b/sagemaker-core/VERSION @@ -1 +1 @@ -2.12.0 +2.13.0 From a01c42eb35f279b60e62322e90a6eb29052884bd Mon Sep 17 00:00:00 2001 From: rsareddy0329 Date: Tue, 2 Jun 2026 10:54:55 -0700 Subject: [PATCH 09/17] Update VERSION sagemaker-train --- sagemaker-train/VERSION | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/sagemaker-train/VERSION b/sagemaker-train/VERSION index 0eed1a29ef..feaae22bac 100644 --- a/sagemaker-train/VERSION +++ b/sagemaker-train/VERSION @@ -1 +1 @@ -1.12.0 +1.13.0 From 99c574372c9681a40a2134395ac57c32446c5d67 Mon Sep 17 00:00:00 2001 From: rsareddy0329 Date: Tue, 2 Jun 2026 10:55:51 -0700 Subject: [PATCH 10/17] Update pyproject.toml sagemaker-train --- sagemaker-train/pyproject.toml | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/sagemaker-train/pyproject.toml b/sagemaker-train/pyproject.toml index f4c14c8edb..f70deb374e 100644 --- a/sagemaker-train/pyproject.toml +++ b/sagemaker-train/pyproject.toml @@ -33,7 +33,7 @@ classifiers = [ "Programming Language :: Python :: 3.12", ] dependencies = [ - "sagemaker-core>=2.12.0", + "sagemaker-core>=2.13.0", "graphene>=3,<4", "typing_extensions>=4.9.0", "tblib>=1.7.0", From c6cc1c5038a6d9e1e1c3b24ca9206d3773f6ccc8 Mon Sep 17 00:00:00 2001 From: rsareddy0329 Date: Tue, 2 Jun 2026 10:56:17 -0700 Subject: [PATCH 11/17] Update VERSION sagemaker-serve --- sagemaker-serve/VERSION | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/sagemaker-serve/VERSION b/sagemaker-serve/VERSION index 0eed1a29ef..feaae22bac 100644 --- a/sagemaker-serve/VERSION +++ b/sagemaker-serve/VERSION @@ -1 +1 @@ -1.12.0 +1.13.0 From bb9fbf092376b6121430ebed4f10a4a07aa27843 Mon Sep 17 00:00:00 2001 From: rsareddy0329 Date: Tue, 2 Jun 2026 10:56:43 -0700 Subject: [PATCH 12/17] Update pyproject.toml sagemaker-serve --- sagemaker-serve/pyproject.toml | 4 ++-- 1 file changed, 2 insertions(+), 2 deletions(-) diff --git a/sagemaker-serve/pyproject.toml b/sagemaker-serve/pyproject.toml index a7b82e54ee..2a91da2e9a 100644 --- a/sagemaker-serve/pyproject.toml +++ b/sagemaker-serve/pyproject.toml @@ -23,8 +23,8 @@ classifiers = [ "Programming Language :: Python :: 3.12", ] dependencies = [ - "sagemaker-core>=2.12.0", - "sagemaker-train>=1.12.0", + "sagemaker-core>=2.13.0", + "sagemaker-train>=1.13.0", "boto3>=1.42.2,<2.0", "botocore>=1.35.75,<2.0", "deepdiff", From d9c95751b0a35694837bacee9666682cbef24859 Mon Sep 17 00:00:00 2001 From: rsareddy0329 Date: Tue, 2 Jun 2026 10:57:38 -0700 Subject: [PATCH 13/17] Update pyproject.toml sagemaker-mlops --- sagemaker-mlops/pyproject.toml | 6 +++--- 1 file changed, 3 insertions(+), 3 deletions(-) diff --git a/sagemaker-mlops/pyproject.toml b/sagemaker-mlops/pyproject.toml index afffbade49..32ee6904cb 100644 --- a/sagemaker-mlops/pyproject.toml +++ b/sagemaker-mlops/pyproject.toml @@ -23,9 +23,9 @@ classifiers = [ "Programming Language :: Python :: 3.12", ] dependencies = [ - "sagemaker-core>=2.12.0", - "sagemaker-train>=1.12.0", - "sagemaker-serve>=1.12.0", + "sagemaker-core>=2.13.0", + "sagemaker-train>=1.13.0", + "sagemaker-serve>=1.13.0", "cryptography>=46.0.0", "boto3>=1.42.2,<2.0", "botocore>=1.42.2,<2.0", From a0a5a6328e336bd88c2de221a325ae1161d9c595 Mon Sep 17 00:00:00 2001 From: rsareddy0329 Date: Tue, 2 Jun 2026 10:58:01 -0700 Subject: [PATCH 14/17] Update VERSION sagemaker-mlops --- sagemaker-mlops/VERSION | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/sagemaker-mlops/VERSION b/sagemaker-mlops/VERSION index 0eed1a29ef..feaae22bac 100644 --- a/sagemaker-mlops/VERSION +++ b/sagemaker-mlops/VERSION @@ -1 +1 @@ -1.12.0 +1.13.0 From 7ac5775c89e2a373536c891e913620abcafa04e2 Mon Sep 17 00:00:00 2001 From: rsareddy0329 Date: Tue, 2 Jun 2026 15:36:30 -0700 Subject: [PATCH 15/17] Update CHANGELOG.md --- CHANGELOG.md | 1 + 1 file changed, 1 insertion(+) diff --git a/CHANGELOG.md b/CHANGELOG.md index 46d2d688e7..0132d609b2 100644 --- a/CHANGELOG.md +++ b/CHANGELOG.md @@ -4,6 +4,7 @@ - **feat: Model customization** - Add new finetuning Trainer - MultiTurnRLTrainer(Multi-Turn Reinforcement Learning) - **feat: Model customization** - Add new evaluator - MultiTurnRLEvaluator +- **feat: Deployment** - Add MTRL support for BedrockModelBuilder and ModelBuilder. ### Documentation From b3d3d1b1a2cf32e64f0bb524e94c06716b2d5cdf Mon Sep 17 00:00:00 2001 From: rsareddy0329 Date: Tue, 2 Jun 2026 15:37:19 -0700 Subject: [PATCH 16/17] Update CHANGELOG.md sagemaker-train --- sagemaker-train/CHANGELOG.md | 5 +++++ 1 file changed, 5 insertions(+) diff --git a/sagemaker-train/CHANGELOG.md b/sagemaker-train/CHANGELOG.md index e56b0e398f..64354e07ef 100644 --- a/sagemaker-train/CHANGELOG.md +++ b/sagemaker-train/CHANGELOG.md @@ -2,6 +2,11 @@ ## v1.13.0 (2026-06-02) +### New Features + +- **feat: Model customization** - Add new finetuning Trainer - MultiTurnRLTrainer(Multi-Turn Reinforcement Learning) +- **feat: Model customization** - Add new evaluator - MultiTurnRLEvaluator + ### Bug Fixes - fix: apply gpu_intensive mark at test-level instead of module-level (#5896) From 9b9db1010f7b449df4d707c1baf11ce0248b4f76 Mon Sep 17 00:00:00 2001 From: rsareddy0329 Date: Tue, 2 Jun 2026 15:38:10 -0700 Subject: [PATCH 17/17] Update CHANGELOG.md sagemaker-serve --- sagemaker-serve/CHANGELOG.md | 4 ++++ 1 file changed, 4 insertions(+) diff --git a/sagemaker-serve/CHANGELOG.md b/sagemaker-serve/CHANGELOG.md index ea5a821814..cfbc401965 100644 --- a/sagemaker-serve/CHANGELOG.md +++ b/sagemaker-serve/CHANGELOG.md @@ -1,6 +1,10 @@ # Changelog ## v1.13.0 (2026-06-02) +### Features + +- **feat: Deployment** - Add MTRL support for BedrockModelBuilder and ModelBuilder. + ### Bug Fixes - fix: set sagemaker_config=None on mock session in test_from_jumpstart_config_applies_volume_size (#5882)