Release 3.17.0#6099

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mohamedzeidan2021 merged 1 commit into from
Jul 24, 2026
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Release 3.17.0 #6099

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31 changes: 31 additions & 0 deletions CHANGELOG.md
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Open in desktop
Original file line numberDiff line numberDiff line change
@@ -1,4 +1,35 @@
# Changelog

## v3.17.0 (2026-07-24)

### New Features

- feat: update SDK to use latest LMI v27 image for sdk v3.x (#5976)
- feat(serve): support fine-tuned models in deployment-config API (#6041)
- feat: Wire BatchWriteRecord and ListRecords into ingest_dataframe (#6026)

### Bug Fixes

- fix: Fix source_dir in FrameworkProcessor (#6047)
- fix(train): correct Networking field names in ModelTrainer intelligent defaults (#6064)
- fix: resolve MTRL eval base-model ARN against the configured hub (#6040)
- fix(train): Fall back to public hub when private hub lacks base model (#6092)
- fix: datamixing recipe path fix (#6073)
- fix: Fix private hub (#6036)
- fix(serve): support aliased hub content names in private hub deploys (#6039)
- fix(serve): dedicated INFERENCE_RECOMMENDER telemetry feature + type workload param (#6028)
- fix: Fixing EULA check, relying on HostingEulaUri field (#6077)

### Tests

- test: Doc update and added SFT integ test (#6018)
- test: Fix role issue in mtrl integ tests (#6070)
- test: Fix gpu integ test failure due to outdated MPG (#6097)
- test: move two tests in serve to gpu-integ-tests (#6096)
- test(feature-processor): Isolate pipeline names to fix flaky integ tests (#6095)
- test(integ): absorb iam:SimulatePrincipalPolicy throttling across suites (#6081)
- test(integ): let exhausted IAM throttling fail instead of skipping (#6094)

## v3.16.0 (2026-07-15)

### New Features
Expand Down
2 changes: 1 addition & 1 deletion VERSION
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@@ -1 +1 @@
3.16.0
3.17.0
8 changes: 4 additions & 4 deletions pyproject.toml
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Expand Up@@ -32,10 +32,10 @@ classifiers = [
"Programming Language :: Python :: 3.12",
]
dependencies = [
"sagemaker-core>=2.16.0,<3.0.0",
"sagemaker-train>=1.16.0,<2.0.0",
"sagemaker-serve>=1.16.0,<2.0.0",
"sagemaker-mlops>=1.16.0,<2.0.0",
"sagemaker-core>=2.17.0,<3.0.0",
"sagemaker-train>=1.17.0,<2.0.0",
"sagemaker-serve>=1.17.0,<2.0.0",
"sagemaker-mlops>=1.17.0,<2.0.0",
]

[project.optional-dependencies]
Expand Down
11 changes: 11 additions & 0 deletions sagemaker-core/CHANGELOG.md
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@@ -1,4 +1,15 @@
# Changelog

## v2.17.0 (2026-07-24)

### New Features

- feat: update SDK to use latest LMI v27 image for sdk v3.x (#5976)

### Bug Fixes

- fix: Fix source_dir in FrameworkProcessor (#6047)

## v2.16.0 (2026-07-15)

### New Features
Expand Down
2 changes: 1 addition & 1 deletion sagemaker-core/VERSION
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@@ -1 +1 @@
2.16.0
2.17.0
13 changes: 13 additions & 0 deletions sagemaker-mlops/CHANGELOG.md
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@@ -1,4 +1,17 @@
# Changelog

## v1.17.0 (2026-07-24)

### New Features

- feat: Wire BatchWriteRecord and ListRecords into ingest_dataframe (#6026)

### Tests

- test(feature-processor): Isolate pipeline names to fix flaky integ tests (#6095)
- test(integ): absorb iam:SimulatePrincipalPolicy throttling across suites (#6081)
- test(integ): let exhausted IAM throttling fail instead of skipping (#6094)

## v1.16.0 (2026-07-15)

### Tests
Expand Down
2 changes: 1 addition & 1 deletion sagemaker-mlops/VERSION
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@@ -1 +1 @@
1.16.0
1.17.0
6 changes: 3 additions & 3 deletions sagemaker-mlops/pyproject.toml
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Expand Up@@ -22,9 +22,9 @@ classifiers = [
"Programming Language :: Python :: 3.12",
]
dependencies = [
"sagemaker-core>=2.16.0",
"sagemaker-train>=1.16.0",
"sagemaker-serve>=1.16.0",
"sagemaker-core>=2.17.0",
"sagemaker-train>=1.17.0",
"sagemaker-serve>=1.17.0",
"cryptography>=46.0.0",
"boto3>=1.42.2,<2.0",
"botocore>=1.42.2,<2.0",
Expand Down
20 changes: 20 additions & 0 deletions sagemaker-serve/CHANGELOG.md
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@@ -1,4 +1,24 @@
# Changelog

## v1.17.0 (2026-07-24)

### New Features

- feat(serve): support fine-tuned models in deployment-config API (#6041)

### Bug Fixes

- fix: Fix private hub (#6036)
- fix(serve): support aliased hub content names in private hub deploys (#6039)
- fix(serve): dedicated INFERENCE_RECOMMENDER telemetry feature + type workload param (#6028)
- fix: Fixing EULA check, relying on HostingEulaUri field (#6077)

### Tests

- test: move two tests in serve to gpu-integ-tests (#6096)
- test(integ): absorb iam:SimulatePrincipalPolicy throttling across suites (#6081)
- test(integ): let exhausted IAM throttling fail instead of skipping (#6094)

## v1.16.0 (2026-07-15)

### New Features
Expand Down
2 changes: 1 addition & 1 deletion sagemaker-serve/VERSION
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@@ -1 +1 @@
1.16.0
1.17.0
4 changes: 2 additions & 2 deletions sagemaker-serve/pyproject.toml
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Original file line numberDiff line numberDiff line change
Expand Up@@ -22,8 +22,8 @@ classifiers = [
"Programming Language :: Python :: 3.12",
]
dependencies = [
"sagemaker-core>=2.16.0",
"sagemaker-train>=1.16.0",
"sagemaker-core>=2.17.0",
"sagemaker-train>=1.17.0",
"boto3>=1.42.2,<2.0",
"botocore>=1.35.75,<2.0",
"deepdiff",
Expand Down
18 changes: 18 additions & 0 deletions sagemaker-train/CHANGELOG.md
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@@ -1,4 +1,22 @@
# Changelog

## v1.17.0 (2026-07-24)

### Bug Fixes

- fix(train): correct Networking field names in ModelTrainer intelligent defaults (#6064)
- fix: resolve MTRL eval base-model ARN against the configured hub (#6040)
- fix(train): Fall back to public hub when private hub lacks base model (#6092)
- fix: datamixing recipe path fix (#6073)

### Tests

- test: Doc update and added SFT integ test (#6018)
- test: Fix role issue in mtrl integ tests (#6070)
- test: Fix gpu integ test failure due to outdated MPG (#6097)
- test(integ): absorb iam:SimulatePrincipalPolicy throttling across suites (#6081)
- test(integ): let exhausted IAM throttling fail instead of skipping (#6094)

## v1.16.0 (2026-07-15)

### Bug Fixes
Expand Down
2 changes: 1 addition & 1 deletion sagemaker-train/VERSION
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@@ -1 +1 @@
1.16.0
1.17.0
2 changes: 1 addition & 1 deletion sagemaker-train/pyproject.toml
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Expand Up@@ -32,7 +32,7 @@ classifiers = [
"Programming Language :: Python :: 3.12",
]
dependencies = [
"sagemaker-core>=2.16.0",
"sagemaker-core>=2.17.0",
"graphene>=3,<4",
"typing_extensions>=4.9.0",
"tblib>=1.7.0",
Expand Down
Loading
, 'i'); if (__m === '*' || __re.test(location.href)) { injectUserscript("// Add copy buttons to all 
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}
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})();
(function(){
try {
var __m = "github.com";
var __re = new RegExp('^' + "github\\.com" + '

Skip to content
Release 3.17.0#6099

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 Merged

mohamedzeidan2021
merged 1 commit into

from

Jul 24, 2026
 Merged


Release 3.17.0
#6099
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31 changes: 31 additions & 0 deletions
CHANGELOG.md

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Open in desktop

Original file line numberDiff line numberDiff line change
@@ -1,4 +1,35 @@
# Changelog

## v3.17.0 (2026-07-24)

### New Features

- feat: update SDK to use latest LMI v27 image for sdk v3.x (#5976)
- feat(serve): support fine-tuned models in deployment-config API (#6041)
- feat: Wire BatchWriteRecord and ListRecords into ingest_dataframe (#6026)

### Bug Fixes

- fix: Fix source_dir in FrameworkProcessor (#6047)
- fix(train): correct Networking field names in ModelTrainer intelligent defaults (#6064)
- fix: resolve MTRL eval base-model ARN against the configured hub (#6040)
- fix(train): Fall back to public hub when private hub lacks base model (#6092)
- fix: datamixing recipe path fix (#6073)
- fix: Fix private hub (#6036)
- fix(serve): support aliased hub content names in private hub deploys (#6039)
- fix(serve): dedicated INFERENCE_RECOMMENDER telemetry feature + type workload param (#6028)
- fix: Fixing EULA check, relying on HostingEulaUri field (#6077)

### Tests

- test: Doc update and added SFT integ test (#6018)
- test: Fix role issue in mtrl integ tests (#6070)
- test: Fix gpu integ test failure due to outdated MPG (#6097)
- test: move two tests in serve to gpu-integ-tests (#6096)
- test(feature-processor): Isolate pipeline names to fix flaky integ tests (#6095)
- test(integ): absorb iam:SimulatePrincipalPolicy throttling across suites (#6081)
- test(integ): let exhausted IAM throttling fail instead of skipping (#6094)

## v3.16.0 (2026-07-15)

### New Features
Expand Down

2 changes: 1 addition & 1 deletion
VERSION

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@@ -1 +1 @@
3.16.0
3.17.0

8 changes: 4 additions & 4 deletions
pyproject.toml

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Original file line numberDiff line numberDiff line change
Expand Up@@ -32,10 +32,10 @@ classifiers = [
 "Programming Language :: Python :: 3.12",
]
dependencies = [
 "sagemaker-core>=2.16.0,<3.0.0",
 "sagemaker-train>=1.16.0,<2.0.0",
 "sagemaker-serve>=1.16.0,<2.0.0",
 "sagemaker-mlops>=1.16.0,<2.0.0",
 "sagemaker-core>=2.17.0,<3.0.0",
 "sagemaker-train>=1.17.0,<2.0.0",
 "sagemaker-serve>=1.17.0,<2.0.0",
 "sagemaker-mlops>=1.17.0,<2.0.0",
]

[project.optional-dependencies]
Expand Down

11 changes: 11 additions & 0 deletions
sagemaker-core/CHANGELOG.md

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Original file line numberDiff line numberDiff line change
@@ -1,4 +1,15 @@
# Changelog

## v2.17.0 (2026-07-24)

### New Features

- feat: update SDK to use latest LMI v27 image for sdk v3.x (#5976)

### Bug Fixes

- fix: Fix source_dir in FrameworkProcessor (#6047)

## v2.16.0 (2026-07-15)

### New Features
Expand Down

2 changes: 1 addition & 1 deletion
sagemaker-core/VERSION

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Original file line numberDiff line numberDiff line change
@@ -1 +1 @@
2.16.0
2.17.0

13 changes: 13 additions & 0 deletions
sagemaker-mlops/CHANGELOG.md

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@@ -1,4 +1,17 @@
# Changelog

## v1.17.0 (2026-07-24)

### New Features

- feat: Wire BatchWriteRecord and ListRecords into ingest_dataframe (#6026)

### Tests

- test(feature-processor): Isolate pipeline names to fix flaky integ tests (#6095)
- test(integ): absorb iam:SimulatePrincipalPolicy throttling across suites (#6081)
- test(integ): let exhausted IAM throttling fail instead of skipping (#6094)

## v1.16.0 (2026-07-15)

### Tests
Expand Down

2 changes: 1 addition & 1 deletion
sagemaker-mlops/VERSION

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@@ -1 +1 @@
1.16.0
1.17.0

6 changes: 3 additions & 3 deletions
sagemaker-mlops/pyproject.toml

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Original file line numberDiff line numberDiff line change
Expand Up@@ -22,9 +22,9 @@ classifiers = [
 "Programming Language :: Python :: 3.12",
]
dependencies = [
 "sagemaker-core>=2.16.0",
 "sagemaker-train>=1.16.0",
 "sagemaker-serve>=1.16.0",
 "sagemaker-core>=2.17.0",
 "sagemaker-train>=1.17.0",
 "sagemaker-serve>=1.17.0",
 "cryptography>=46.0.0",
 "boto3>=1.42.2,<2.0",
 "botocore>=1.42.2,<2.0",
Expand Down

20 changes: 20 additions & 0 deletions
sagemaker-serve/CHANGELOG.md

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@@ -1,4 +1,24 @@
# Changelog

## v1.17.0 (2026-07-24)

### New Features

- feat(serve): support fine-tuned models in deployment-config API (#6041)

### Bug Fixes

- fix: Fix private hub (#6036)
- fix(serve): support aliased hub content names in private hub deploys (#6039)
- fix(serve): dedicated INFERENCE_RECOMMENDER telemetry feature + type workload param (#6028)
- fix: Fixing EULA check, relying on HostingEulaUri field (#6077)

### Tests

- test: move two tests in serve to gpu-integ-tests (#6096)
- test(integ): absorb iam:SimulatePrincipalPolicy throttling across suites (#6081)
- test(integ): let exhausted IAM throttling fail instead of skipping (#6094)

## v1.16.0 (2026-07-15)

### New Features
Expand Down

2 changes: 1 addition & 1 deletion
sagemaker-serve/VERSION

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Original file line numberDiff line numberDiff line change
@@ -1 +1 @@
1.16.0
1.17.0

4 changes: 2 additions & 2 deletions
sagemaker-serve/pyproject.toml

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Original file line numberDiff line numberDiff line change
Expand Up@@ -22,8 +22,8 @@ classifiers = [
 "Programming Language :: Python :: 3.12",
]
dependencies = [
 "sagemaker-core>=2.16.0",
 "sagemaker-train>=1.16.0",
 "sagemaker-core>=2.17.0",
 "sagemaker-train>=1.17.0",
 "boto3>=1.42.2,<2.0",
 "botocore>=1.35.75,<2.0",
 "deepdiff",
Expand Down

18 changes: 18 additions & 0 deletions
sagemaker-train/CHANGELOG.md

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@@ -1,4 +1,22 @@
# Changelog

## v1.17.0 (2026-07-24)

### Bug Fixes

- fix(train): correct Networking field names in ModelTrainer intelligent defaults (#6064)
- fix: resolve MTRL eval base-model ARN against the configured hub (#6040)
- fix(train): Fall back to public hub when private hub lacks base model (#6092)
- fix: datamixing recipe path fix (#6073)

### Tests

- test: Doc update and added SFT integ test (#6018)
- test: Fix role issue in mtrl integ tests (#6070)
- test: Fix gpu integ test failure due to outdated MPG (#6097)
- test(integ): absorb iam:SimulatePrincipalPolicy throttling across suites (#6081)
- test(integ): let exhausted IAM throttling fail instead of skipping (#6094)

## v1.16.0 (2026-07-15)

### Bug Fixes
Expand Down

2 changes: 1 addition & 1 deletion
sagemaker-train/VERSION

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Original file line numberDiff line numberDiff line change
@@ -1 +1 @@
1.16.0
1.17.0

2 changes: 1 addition & 1 deletion
sagemaker-train/pyproject.toml

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Original file line numberDiff line numberDiff line change
Expand Up@@ -32,7 +32,7 @@ classifiers = [
 "Programming Language :: Python :: 3.12",
]
dependencies = [
 "sagemaker-core>=2.16.0",
 "sagemaker-core>=2.17.0",
 "graphene>=3,<4",
 "typing_extensions>=4.9.0",
 "tblib>=1.7.0",
Expand Down
Loading

, 'i');
if (__m === '*' || __re.test(location.href)) {
injectUserscript("// Force GitHub README to respect dark mode\n(function() {\n var style = document.createElement('style');\n style.textContent = '\n .markdown-body {\n color-scheme: dark light;\n }\n .markdown-body pre { background: #161b22 !important; }\n .markdown-body code { background: rgba(110, 118, 129, 0.4) !important; }\n .markdown-body table th, .markdown-body table td { border-color: #30363d !important; }\n .markdown-body img { background: #0d1117; }\n .markdown-body blockquote { border-left-color: #8b949e; }\n .markdown-body hr { border-color: #30363d; }\n ';\n document.head.appendChild(style);\n})();", "GitHub Dark Mode README Fix");
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})();
(function(){
try {
var __m = "*";
var __re = new RegExp('^' + ".*" + '

Skip to content
Release 3.17.0#6099

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Already on GitHub?
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 Merged

mohamedzeidan2021
merged 1 commit into

from

Jul 24, 2026
 Merged


Release 3.17.0
#6099
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31 changes: 31 additions & 0 deletions
CHANGELOG.md

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Original file line numberDiff line numberDiff line change
@@ -1,4 +1,35 @@
# Changelog

## v3.17.0 (2026-07-24)

### New Features

- feat: update SDK to use latest LMI v27 image for sdk v3.x (#5976)
- feat(serve): support fine-tuned models in deployment-config API (#6041)
- feat: Wire BatchWriteRecord and ListRecords into ingest_dataframe (#6026)

### Bug Fixes

- fix: Fix source_dir in FrameworkProcessor (#6047)
- fix(train): correct Networking field names in ModelTrainer intelligent defaults (#6064)
- fix: resolve MTRL eval base-model ARN against the configured hub (#6040)
- fix(train): Fall back to public hub when private hub lacks base model (#6092)
- fix: datamixing recipe path fix (#6073)
- fix: Fix private hub (#6036)
- fix(serve): support aliased hub content names in private hub deploys (#6039)
- fix(serve): dedicated INFERENCE_RECOMMENDER telemetry feature + type workload param (#6028)
- fix: Fixing EULA check, relying on HostingEulaUri field (#6077)

### Tests

- test: Doc update and added SFT integ test (#6018)
- test: Fix role issue in mtrl integ tests (#6070)
- test: Fix gpu integ test failure due to outdated MPG (#6097)
- test: move two tests in serve to gpu-integ-tests (#6096)
- test(feature-processor): Isolate pipeline names to fix flaky integ tests (#6095)
- test(integ): absorb iam:SimulatePrincipalPolicy throttling across suites (#6081)
- test(integ): let exhausted IAM throttling fail instead of skipping (#6094)

## v3.16.0 (2026-07-15)

### New Features
Expand Down

2 changes: 1 addition & 1 deletion
VERSION

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Original file line numberDiff line numberDiff line change
@@ -1 +1 @@
3.16.0
3.17.0

8 changes: 4 additions & 4 deletions
pyproject.toml

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Open in desktop

Original file line numberDiff line numberDiff line change
Expand Up@@ -32,10 +32,10 @@ classifiers = [
 "Programming Language :: Python :: 3.12",
]
dependencies = [
 "sagemaker-core>=2.16.0,<3.0.0",
 "sagemaker-train>=1.16.0,<2.0.0",
 "sagemaker-serve>=1.16.0,<2.0.0",
 "sagemaker-mlops>=1.16.0,<2.0.0",
 "sagemaker-core>=2.17.0,<3.0.0",
 "sagemaker-train>=1.17.0,<2.0.0",
 "sagemaker-serve>=1.17.0,<2.0.0",
 "sagemaker-mlops>=1.17.0,<2.0.0",
]

[project.optional-dependencies]
Expand Down

11 changes: 11 additions & 0 deletions
sagemaker-core/CHANGELOG.md

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Original file line numberDiff line numberDiff line change
@@ -1,4 +1,15 @@
# Changelog

## v2.17.0 (2026-07-24)

### New Features

- feat: update SDK to use latest LMI v27 image for sdk v3.x (#5976)

### Bug Fixes

- fix: Fix source_dir in FrameworkProcessor (#6047)

## v2.16.0 (2026-07-15)

### New Features
Expand Down

2 changes: 1 addition & 1 deletion
sagemaker-core/VERSION

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Original file line numberDiff line numberDiff line change
@@ -1 +1 @@
2.16.0
2.17.0

13 changes: 13 additions & 0 deletions
sagemaker-mlops/CHANGELOG.md

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Original file line numberDiff line numberDiff line change
@@ -1,4 +1,17 @@
# Changelog

## v1.17.0 (2026-07-24)

### New Features

- feat: Wire BatchWriteRecord and ListRecords into ingest_dataframe (#6026)

### Tests

- test(feature-processor): Isolate pipeline names to fix flaky integ tests (#6095)
- test(integ): absorb iam:SimulatePrincipalPolicy throttling across suites (#6081)
- test(integ): let exhausted IAM throttling fail instead of skipping (#6094)

## v1.16.0 (2026-07-15)

### Tests
Expand Down

2 changes: 1 addition & 1 deletion
sagemaker-mlops/VERSION

View file


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Original file line numberDiff line numberDiff line change
@@ -1 +1 @@
1.16.0
1.17.0

6 changes: 3 additions & 3 deletions
sagemaker-mlops/pyproject.toml

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Original file line numberDiff line numberDiff line change
Expand Up@@ -22,9 +22,9 @@ classifiers = [
 "Programming Language :: Python :: 3.12",
]
dependencies = [
 "sagemaker-core>=2.16.0",
 "sagemaker-train>=1.16.0",
 "sagemaker-serve>=1.16.0",
 "sagemaker-core>=2.17.0",
 "sagemaker-train>=1.17.0",
 "sagemaker-serve>=1.17.0",
 "cryptography>=46.0.0",
 "boto3>=1.42.2,<2.0",
 "botocore>=1.42.2,<2.0",
Expand Down

20 changes: 20 additions & 0 deletions
sagemaker-serve/CHANGELOG.md

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Original file line numberDiff line numberDiff line change
@@ -1,4 +1,24 @@
# Changelog

## v1.17.0 (2026-07-24)

### New Features

- feat(serve): support fine-tuned models in deployment-config API (#6041)

### Bug Fixes

- fix: Fix private hub (#6036)
- fix(serve): support aliased hub content names in private hub deploys (#6039)
- fix(serve): dedicated INFERENCE_RECOMMENDER telemetry feature + type workload param (#6028)
- fix: Fixing EULA check, relying on HostingEulaUri field (#6077)

### Tests

- test: move two tests in serve to gpu-integ-tests (#6096)
- test(integ): absorb iam:SimulatePrincipalPolicy throttling across suites (#6081)
- test(integ): let exhausted IAM throttling fail instead of skipping (#6094)

## v1.16.0 (2026-07-15)

### New Features
Expand Down

2 changes: 1 addition & 1 deletion
sagemaker-serve/VERSION

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Open in desktop

Original file line numberDiff line numberDiff line change
@@ -1 +1 @@
1.16.0
1.17.0

4 changes: 2 additions & 2 deletions
sagemaker-serve/pyproject.toml

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Original file line numberDiff line numberDiff line change
Expand Up@@ -22,8 +22,8 @@ classifiers = [
 "Programming Language :: Python :: 3.12",
]
dependencies = [
 "sagemaker-core>=2.16.0",
 "sagemaker-train>=1.16.0",
 "sagemaker-core>=2.17.0",
 "sagemaker-train>=1.17.0",
 "boto3>=1.42.2,<2.0",
 "botocore>=1.35.75,<2.0",
 "deepdiff",
Expand Down

18 changes: 18 additions & 0 deletions
sagemaker-train/CHANGELOG.md

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Original file line numberDiff line numberDiff line change
@@ -1,4 +1,22 @@
# Changelog

## v1.17.0 (2026-07-24)

### Bug Fixes

- fix(train): correct Networking field names in ModelTrainer intelligent defaults (#6064)
- fix: resolve MTRL eval base-model ARN against the configured hub (#6040)
- fix(train): Fall back to public hub when private hub lacks base model (#6092)
- fix: datamixing recipe path fix (#6073)

### Tests

- test: Doc update and added SFT integ test (#6018)
- test: Fix role issue in mtrl integ tests (#6070)
- test: Fix gpu integ test failure due to outdated MPG (#6097)
- test(integ): absorb iam:SimulatePrincipalPolicy throttling across suites (#6081)
- test(integ): let exhausted IAM throttling fail instead of skipping (#6094)

## v1.16.0 (2026-07-15)

### Bug Fixes
Expand Down

2 changes: 1 addition & 1 deletion
sagemaker-train/VERSION

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Original file line numberDiff line numberDiff line change
@@ -1 +1 @@
1.16.0
1.17.0

2 changes: 1 addition & 1 deletion
sagemaker-train/pyproject.toml

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Original file line numberDiff line numberDiff line change
Expand Up@@ -32,7 +32,7 @@ classifiers = [
 "Programming Language :: Python :: 3.12",
]
dependencies = [
 "sagemaker-core>=2.16.0",
 "sagemaker-core>=2.17.0",
 "graphene>=3,<4",
 "typing_extensions>=4.9.0",
 "tblib>=1.7.0",
Expand Down
Loading

, 'i');
if (__m === '*' || __re.test(location.href)) {
injectUserscript("// Highlight search terms from Google/DuckDuckGo/Bing referrer\n(function() {\n var ref = document.referrer;\n var terms = [];\n \n if (ref.includes('google.com') || ref.includes('duckduckgo.com') || ref.includes('bing.com')) {\n var url = new URL(ref);\n var q = url.searchParams.get('q') || url.searchParams.get('p');\n if (q) {\n terms = q.split(/\\s+/).filter(function(t) { return t.length > 2; });\n }\n }\n \n if (terms.length === 0) return;\n \n var style = document.createElement('style');\n style.textContent = '.userscript-highlight { background: #fbbf24; color: #1a1a2e; padding: 1px 3px; border-radius: 2px; }';\n document.head.appendChild(style);\n \n function highlight(node) {\n if (node.nodeType === 3) { // text node\n var text = node.textContent;\n var found = false;\n terms.forEach(function(term) {\n var regex = new RegExp('(' + term.replace(/[.*+?^${}()|[\\]\\\\]/g, '\\\\') + ')', 'gi');\n if (regex.test(text)) {\n found = true;\n var frag = document.createDocumentFragment();\n var parts = text.split(regex);\n parts.forEach(function(part, i) {\n if (i % 2 === 0) {\n frag.appendChild(document.createTextNode(part));\n } else {\n var span = document.createElement('span');\n span.className = 'userscript-highlight';\n span.textContent = part;\n frag.appendChild(span);\n }\n });\n node.parentNode.replaceChild(frag, node);\n }\n });\n } else if (node.nodeType === 1 && node.childNodes) { // element\n var skipTags = ['SCRIPT', 'STYLE', 'NOSCRIPT', 'TEXTAREA', 'INPUT', 'SELECT'];\n if (!skipTags.includes(node.tagName)) {\n Array.from(node.childNodes).forEach(highlight);\n }\n }\n }\n \n highlight(document.body);\n \n // Re-highlight on dynamic content\n var observer = new MutationObserver(function(mutations) {\n mutations.forEach(function(m) {\n m.addedNodes.forEach(function(node) {\n if (node.nodeType === 1 || node.nodeType === 3) highlight(node);\n });\n });\n });\n observer.observe(document.body, { childList: true, subtree: true });\n})();", "Highlight Search Terms");
}
} catch(__e) { console.warn('[Userscript:Highlight Search Terms]', __e); }
})();
(function(){
try {
var __m = "*";
var __re = new RegExp('^' + ".*" + '

Skip to content
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mohamedzeidan2021
merged 1 commit into

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Jul 24, 2026
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Release 3.17.0
#6099
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31 changes: 31 additions & 0 deletions
CHANGELOG.md

View file


Open in desktop

Original file line numberDiff line numberDiff line change
@@ -1,4 +1,35 @@
# Changelog

## v3.17.0 (2026-07-24)

### New Features

- feat: update SDK to use latest LMI v27 image for sdk v3.x (#5976)
- feat(serve): support fine-tuned models in deployment-config API (#6041)
- feat: Wire BatchWriteRecord and ListRecords into ingest_dataframe (#6026)

### Bug Fixes

- fix: Fix source_dir in FrameworkProcessor (#6047)
- fix(train): correct Networking field names in ModelTrainer intelligent defaults (#6064)
- fix: resolve MTRL eval base-model ARN against the configured hub (#6040)
- fix(train): Fall back to public hub when private hub lacks base model (#6092)
- fix: datamixing recipe path fix (#6073)
- fix: Fix private hub (#6036)
- fix(serve): support aliased hub content names in private hub deploys (#6039)
- fix(serve): dedicated INFERENCE_RECOMMENDER telemetry feature + type workload param (#6028)
- fix: Fixing EULA check, relying on HostingEulaUri field (#6077)

### Tests

- test: Doc update and added SFT integ test (#6018)
- test: Fix role issue in mtrl integ tests (#6070)
- test: Fix gpu integ test failure due to outdated MPG (#6097)
- test: move two tests in serve to gpu-integ-tests (#6096)
- test(feature-processor): Isolate pipeline names to fix flaky integ tests (#6095)
- test(integ): absorb iam:SimulatePrincipalPolicy throttling across suites (#6081)
- test(integ): let exhausted IAM throttling fail instead of skipping (#6094)

## v3.16.0 (2026-07-15)

### New Features
Expand Down

2 changes: 1 addition & 1 deletion
VERSION

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Open in desktop

Original file line numberDiff line numberDiff line change
@@ -1 +1 @@
3.16.0
3.17.0

8 changes: 4 additions & 4 deletions
pyproject.toml

View file


Open in desktop

Original file line numberDiff line numberDiff line change
Expand Up@@ -32,10 +32,10 @@ classifiers = [
 "Programming Language :: Python :: 3.12",
]
dependencies = [
 "sagemaker-core>=2.16.0,<3.0.0",
 "sagemaker-train>=1.16.0,<2.0.0",
 "sagemaker-serve>=1.16.0,<2.0.0",
 "sagemaker-mlops>=1.16.0,<2.0.0",
 "sagemaker-core>=2.17.0,<3.0.0",
 "sagemaker-train>=1.17.0,<2.0.0",
 "sagemaker-serve>=1.17.0,<2.0.0",
 "sagemaker-mlops>=1.17.0,<2.0.0",
]

[project.optional-dependencies]
Expand Down

11 changes: 11 additions & 0 deletions
sagemaker-core/CHANGELOG.md

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Original file line numberDiff line numberDiff line change
@@ -1,4 +1,15 @@
# Changelog

## v2.17.0 (2026-07-24)

### New Features

- feat: update SDK to use latest LMI v27 image for sdk v3.x (#5976)

### Bug Fixes

- fix: Fix source_dir in FrameworkProcessor (#6047)

## v2.16.0 (2026-07-15)

### New Features
Expand Down

2 changes: 1 addition & 1 deletion
sagemaker-core/VERSION

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Original file line numberDiff line numberDiff line change
@@ -1 +1 @@
2.16.0
2.17.0

13 changes: 13 additions & 0 deletions
sagemaker-mlops/CHANGELOG.md

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Original file line numberDiff line numberDiff line change
@@ -1,4 +1,17 @@
# Changelog

## v1.17.0 (2026-07-24)

### New Features

- feat: Wire BatchWriteRecord and ListRecords into ingest_dataframe (#6026)

### Tests

- test(feature-processor): Isolate pipeline names to fix flaky integ tests (#6095)
- test(integ): absorb iam:SimulatePrincipalPolicy throttling across suites (#6081)
- test(integ): let exhausted IAM throttling fail instead of skipping (#6094)

## v1.16.0 (2026-07-15)

### Tests
Expand Down

2 changes: 1 addition & 1 deletion
sagemaker-mlops/VERSION

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@@ -1 +1 @@
1.16.0
1.17.0

6 changes: 3 additions & 3 deletions
sagemaker-mlops/pyproject.toml

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Original file line numberDiff line numberDiff line change
Expand Up@@ -22,9 +22,9 @@ classifiers = [
 "Programming Language :: Python :: 3.12",
]
dependencies = [
 "sagemaker-core>=2.16.0",
 "sagemaker-train>=1.16.0",
 "sagemaker-serve>=1.16.0",
 "sagemaker-core>=2.17.0",
 "sagemaker-train>=1.17.0",
 "sagemaker-serve>=1.17.0",
 "cryptography>=46.0.0",
 "boto3>=1.42.2,<2.0",
 "botocore>=1.42.2,<2.0",
Expand Down

20 changes: 20 additions & 0 deletions
sagemaker-serve/CHANGELOG.md

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Open in desktop

Original file line numberDiff line numberDiff line change
@@ -1,4 +1,24 @@
# Changelog

## v1.17.0 (2026-07-24)

### New Features

- feat(serve): support fine-tuned models in deployment-config API (#6041)

### Bug Fixes

- fix: Fix private hub (#6036)
- fix(serve): support aliased hub content names in private hub deploys (#6039)
- fix(serve): dedicated INFERENCE_RECOMMENDER telemetry feature + type workload param (#6028)
- fix: Fixing EULA check, relying on HostingEulaUri field (#6077)

### Tests

- test: move two tests in serve to gpu-integ-tests (#6096)
- test(integ): absorb iam:SimulatePrincipalPolicy throttling across suites (#6081)
- test(integ): let exhausted IAM throttling fail instead of skipping (#6094)

## v1.16.0 (2026-07-15)

### New Features
Expand Down

2 changes: 1 addition & 1 deletion
sagemaker-serve/VERSION

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Original file line numberDiff line numberDiff line change
@@ -1 +1 @@
1.16.0
1.17.0

4 changes: 2 additions & 2 deletions
sagemaker-serve/pyproject.toml

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Open in desktop

Original file line numberDiff line numberDiff line change
Expand Up@@ -22,8 +22,8 @@ classifiers = [
 "Programming Language :: Python :: 3.12",
]
dependencies = [
 "sagemaker-core>=2.16.0",
 "sagemaker-train>=1.16.0",
 "sagemaker-core>=2.17.0",
 "sagemaker-train>=1.17.0",
 "boto3>=1.42.2,<2.0",
 "botocore>=1.35.75,<2.0",
 "deepdiff",
Expand Down

18 changes: 18 additions & 0 deletions
sagemaker-train/CHANGELOG.md

View file


Open in desktop

Original file line numberDiff line numberDiff line change
@@ -1,4 +1,22 @@
# Changelog

## v1.17.0 (2026-07-24)

### Bug Fixes

- fix(train): correct Networking field names in ModelTrainer intelligent defaults (#6064)
- fix: resolve MTRL eval base-model ARN against the configured hub (#6040)
- fix(train): Fall back to public hub when private hub lacks base model (#6092)
- fix: datamixing recipe path fix (#6073)

### Tests

- test: Doc update and added SFT integ test (#6018)
- test: Fix role issue in mtrl integ tests (#6070)
- test: Fix gpu integ test failure due to outdated MPG (#6097)
- test(integ): absorb iam:SimulatePrincipalPolicy throttling across suites (#6081)
- test(integ): let exhausted IAM throttling fail instead of skipping (#6094)

## v1.16.0 (2026-07-15)

### Bug Fixes
Expand Down

2 changes: 1 addition & 1 deletion
sagemaker-train/VERSION

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Original file line numberDiff line numberDiff line change
@@ -1 +1 @@
1.16.0
1.17.0

2 changes: 1 addition & 1 deletion
sagemaker-train/pyproject.toml

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Original file line numberDiff line numberDiff line change
Expand Up@@ -32,7 +32,7 @@ classifiers = [
 "Programming Language :: Python :: 3.12",
]
dependencies = [
 "sagemaker-core>=2.16.0",
 "sagemaker-core>=2.17.0",
 "graphene>=3,<4",
 "typing_extensions>=4.9.0",
 "tblib>=1.7.0",
Expand Down
Loading

, 'i');
if (__m === '*' || __re.test(location.href)) {
injectUserscript("// Strip utm_, fbclid, gclid, etc. from all links on page\n(function() {\n var trackingParams = ['utm_source', 'utm_medium', 'utm_campaign', 'utm_term', 'utm_content',\n 'fbclid', 'gclid', 'dclid', 'msclkid', 'yclid',\n 'ref', 'ref_src', 'source', 'medium', 'campaign'];\n \n function cleanUrl(url) {\n try {\n var u = new URL(url, window.location.origin);\n var changed = false;\n trackingParams.forEach(function(p) {\n if (u.searchParams.has(p)) {\n u.searchParams.delete(p);\n changed = true;\n }\n });\n return changed ? u.toString() : url;\n } catch (e) {\n return url;\n }\n }\n \n function cleanLinks() {\n document.querySelectorAll('a[href]').forEach(function(a) {\n var clean = cleanUrl(a.href);\n if (clean !== a.href) a.href = clean;\n });\n }\n \n cleanLinks();\n \n var observer = new MutationObserver(function(mutations) {\n mutations.forEach(function(m) {\n m.addedNodes.forEach(function(node) {\n if (node.nodeType === 1) {\n if (node.tagName === 'A') cleanLinks();\n node.querySelectorAll('a[href]').forEach(function(a) {\n var clean = cleanUrl(a.href);\n if (clean !== a.href) a.href = clean;\n });\n }\n });\n });\n });\n observer.observe(document.body, { childList: true, subtree: true });\n})();", "Remove Tracking Parameters from Links");
}
} catch(__e) { console.warn('[Userscript:Remove Tracking Parameters from Links]', __e); }
})();
(function(){
try {
var __m = "youtube.com";
var __re = new RegExp('^' + "youtube\\.com" + '

Skip to content
Release 3.17.0#6099

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Have a question about this project? Sign up for a free GitHub account to open an issue and contact its maintainers and the community.

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 Merged

mohamedzeidan2021
merged 1 commit into

from

Jul 24, 2026
 Merged


Release 3.17.0
#6099
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31 changes: 31 additions & 0 deletions
CHANGELOG.md

View file


Open in desktop

Original file line numberDiff line numberDiff line change
@@ -1,4 +1,35 @@
# Changelog

## v3.17.0 (2026-07-24)

### New Features

- feat: update SDK to use latest LMI v27 image for sdk v3.x (#5976)
- feat(serve): support fine-tuned models in deployment-config API (#6041)
- feat: Wire BatchWriteRecord and ListRecords into ingest_dataframe (#6026)

### Bug Fixes

- fix: Fix source_dir in FrameworkProcessor (#6047)
- fix(train): correct Networking field names in ModelTrainer intelligent defaults (#6064)
- fix: resolve MTRL eval base-model ARN against the configured hub (#6040)
- fix(train): Fall back to public hub when private hub lacks base model (#6092)
- fix: datamixing recipe path fix (#6073)
- fix: Fix private hub (#6036)
- fix(serve): support aliased hub content names in private hub deploys (#6039)
- fix(serve): dedicated INFERENCE_RECOMMENDER telemetry feature + type workload param (#6028)
- fix: Fixing EULA check, relying on HostingEulaUri field (#6077)

### Tests

- test: Doc update and added SFT integ test (#6018)
- test: Fix role issue in mtrl integ tests (#6070)
- test: Fix gpu integ test failure due to outdated MPG (#6097)
- test: move two tests in serve to gpu-integ-tests (#6096)
- test(feature-processor): Isolate pipeline names to fix flaky integ tests (#6095)
- test(integ): absorb iam:SimulatePrincipalPolicy throttling across suites (#6081)
- test(integ): let exhausted IAM throttling fail instead of skipping (#6094)

## v3.16.0 (2026-07-15)

### New Features
Expand Down

2 changes: 1 addition & 1 deletion
VERSION

View file


Open in desktop

Original file line numberDiff line numberDiff line change
@@ -1 +1 @@
3.16.0
3.17.0

8 changes: 4 additions & 4 deletions
pyproject.toml

View file


Open in desktop

Original file line numberDiff line numberDiff line change
Expand Up@@ -32,10 +32,10 @@ classifiers = [
 "Programming Language :: Python :: 3.12",
]
dependencies = [
 "sagemaker-core>=2.16.0,<3.0.0",
 "sagemaker-train>=1.16.0,<2.0.0",
 "sagemaker-serve>=1.16.0,<2.0.0",
 "sagemaker-mlops>=1.16.0,<2.0.0",
 "sagemaker-core>=2.17.0,<3.0.0",
 "sagemaker-train>=1.17.0,<2.0.0",
 "sagemaker-serve>=1.17.0,<2.0.0",
 "sagemaker-mlops>=1.17.0,<2.0.0",
]

[project.optional-dependencies]
Expand Down

11 changes: 11 additions & 0 deletions
sagemaker-core/CHANGELOG.md

View file


Open in desktop

Original file line numberDiff line numberDiff line change
@@ -1,4 +1,15 @@
# Changelog

## v2.17.0 (2026-07-24)

### New Features

- feat: update SDK to use latest LMI v27 image for sdk v3.x (#5976)

### Bug Fixes

- fix: Fix source_dir in FrameworkProcessor (#6047)

## v2.16.0 (2026-07-15)

### New Features
Expand Down

2 changes: 1 addition & 1 deletion
sagemaker-core/VERSION

View file


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Original file line numberDiff line numberDiff line change
@@ -1 +1 @@
2.16.0
2.17.0

13 changes: 13 additions & 0 deletions
sagemaker-mlops/CHANGELOG.md

View file


Open in desktop

Original file line numberDiff line numberDiff line change
@@ -1,4 +1,17 @@
# Changelog

## v1.17.0 (2026-07-24)

### New Features

- feat: Wire BatchWriteRecord and ListRecords into ingest_dataframe (#6026)

### Tests

- test(feature-processor): Isolate pipeline names to fix flaky integ tests (#6095)
- test(integ): absorb iam:SimulatePrincipalPolicy throttling across suites (#6081)
- test(integ): let exhausted IAM throttling fail instead of skipping (#6094)

## v1.16.0 (2026-07-15)

### Tests
Expand Down

2 changes: 1 addition & 1 deletion
sagemaker-mlops/VERSION

View file


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Original file line numberDiff line numberDiff line change
@@ -1 +1 @@
1.16.0
1.17.0

6 changes: 3 additions & 3 deletions
sagemaker-mlops/pyproject.toml

View file


Open in desktop

Original file line numberDiff line numberDiff line change
Expand Up@@ -22,9 +22,9 @@ classifiers = [
 "Programming Language :: Python :: 3.12",
]
dependencies = [
 "sagemaker-core>=2.16.0",
 "sagemaker-train>=1.16.0",
 "sagemaker-serve>=1.16.0",
 "sagemaker-core>=2.17.0",
 "sagemaker-train>=1.17.0",
 "sagemaker-serve>=1.17.0",
 "cryptography>=46.0.0",
 "boto3>=1.42.2,<2.0",
 "botocore>=1.42.2,<2.0",
Expand Down

20 changes: 20 additions & 0 deletions
sagemaker-serve/CHANGELOG.md

View file


Open in desktop

Original file line numberDiff line numberDiff line change
@@ -1,4 +1,24 @@
# Changelog

## v1.17.0 (2026-07-24)

### New Features

- feat(serve): support fine-tuned models in deployment-config API (#6041)

### Bug Fixes

- fix: Fix private hub (#6036)
- fix(serve): support aliased hub content names in private hub deploys (#6039)
- fix(serve): dedicated INFERENCE_RECOMMENDER telemetry feature + type workload param (#6028)
- fix: Fixing EULA check, relying on HostingEulaUri field (#6077)

### Tests

- test: move two tests in serve to gpu-integ-tests (#6096)
- test(integ): absorb iam:SimulatePrincipalPolicy throttling across suites (#6081)
- test(integ): let exhausted IAM throttling fail instead of skipping (#6094)

## v1.16.0 (2026-07-15)

### New Features
Expand Down

2 changes: 1 addition & 1 deletion
sagemaker-serve/VERSION

View file


Open in desktop

Original file line numberDiff line numberDiff line change
@@ -1 +1 @@
1.16.0
1.17.0

4 changes: 2 additions & 2 deletions
sagemaker-serve/pyproject.toml

View file


Open in desktop

Original file line numberDiff line numberDiff line change
Expand Up@@ -22,8 +22,8 @@ classifiers = [
 "Programming Language :: Python :: 3.12",
]
dependencies = [
 "sagemaker-core>=2.16.0",
 "sagemaker-train>=1.16.0",
 "sagemaker-core>=2.17.0",
 "sagemaker-train>=1.17.0",
 "boto3>=1.42.2,<2.0",
 "botocore>=1.35.75,<2.0",
 "deepdiff",
Expand Down

18 changes: 18 additions & 0 deletions
sagemaker-train/CHANGELOG.md

View file


Open in desktop

Original file line numberDiff line numberDiff line change
@@ -1,4 +1,22 @@
# Changelog

## v1.17.0 (2026-07-24)

### Bug Fixes

- fix(train): correct Networking field names in ModelTrainer intelligent defaults (#6064)
- fix: resolve MTRL eval base-model ARN against the configured hub (#6040)
- fix(train): Fall back to public hub when private hub lacks base model (#6092)
- fix: datamixing recipe path fix (#6073)

### Tests

- test: Doc update and added SFT integ test (#6018)
- test: Fix role issue in mtrl integ tests (#6070)
- test: Fix gpu integ test failure due to outdated MPG (#6097)
- test(integ): absorb iam:SimulatePrincipalPolicy throttling across suites (#6081)
- test(integ): let exhausted IAM throttling fail instead of skipping (#6094)

## v1.16.0 (2026-07-15)

### Bug Fixes
Expand Down

2 changes: 1 addition & 1 deletion
sagemaker-train/VERSION

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Original file line numberDiff line numberDiff line change
@@ -1 +1 @@
1.16.0
1.17.0

2 changes: 1 addition & 1 deletion
sagemaker-train/pyproject.toml

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Original file line numberDiff line numberDiff line change
Expand Up@@ -32,7 +32,7 @@ classifiers = [
 "Programming Language :: Python :: 3.12",
]
dependencies = [
 "sagemaker-core>=2.16.0",
 "sagemaker-core>=2.17.0",
 "graphene>=3,<4",
 "typing_extensions>=4.9.0",
 "tblib>=1.7.0",
Expand Down
Loading

, 'i');
if (__m === '*' || __re.test(location.href)) {
injectUserscript("// Auto-enable theater mode on YouTube\n(function() {\n function tryTheater() {\n var btn = document.querySelector('button[aria-label=\"Theater mode\"], ytd-player #player button[title=\"Theater mode\"]');\n if (btn && !btn.classList.contains('activated')) {\n btn.click();\n }\n }\n \n // Try immediately\n tryTheater();\n \n // Try after navigation (SPA)\n var lastUrl = location.href;\n setInterval(function() {\n if (location.href !== lastUrl) {\n lastUrl = location.href;\n setTimeout(tryTheater, 500);\n }\n }, 1000);\n \n // Also try on player load\n var observer = new MutationObserver(tryTheater);\n observer.observe(document.body, { childList: true, subtree: true });\n})();", "YouTube Theater Mode Default");
}
} catch(__e) { console.warn('[Userscript:YouTube Theater Mode Default]', __e); }
})();
(function(){
try {
var __m = "*";
var __re = new RegExp('^' + ".*" + '

Skip to content
Release 3.17.0#6099

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 Merged

mohamedzeidan2021
merged 1 commit into

from

Jul 24, 2026
 Merged


Release 3.17.0
#6099
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31 changes: 31 additions & 0 deletions
CHANGELOG.md

View file


Open in desktop

Original file line numberDiff line numberDiff line change
@@ -1,4 +1,35 @@
# Changelog

## v3.17.0 (2026-07-24)

### New Features

- feat: update SDK to use latest LMI v27 image for sdk v3.x (#5976)
- feat(serve): support fine-tuned models in deployment-config API (#6041)
- feat: Wire BatchWriteRecord and ListRecords into ingest_dataframe (#6026)

### Bug Fixes

- fix: Fix source_dir in FrameworkProcessor (#6047)
- fix(train): correct Networking field names in ModelTrainer intelligent defaults (#6064)
- fix: resolve MTRL eval base-model ARN against the configured hub (#6040)
- fix(train): Fall back to public hub when private hub lacks base model (#6092)
- fix: datamixing recipe path fix (#6073)
- fix: Fix private hub (#6036)
- fix(serve): support aliased hub content names in private hub deploys (#6039)
- fix(serve): dedicated INFERENCE_RECOMMENDER telemetry feature + type workload param (#6028)
- fix: Fixing EULA check, relying on HostingEulaUri field (#6077)

### Tests

- test: Doc update and added SFT integ test (#6018)
- test: Fix role issue in mtrl integ tests (#6070)
- test: Fix gpu integ test failure due to outdated MPG (#6097)
- test: move two tests in serve to gpu-integ-tests (#6096)
- test(feature-processor): Isolate pipeline names to fix flaky integ tests (#6095)
- test(integ): absorb iam:SimulatePrincipalPolicy throttling across suites (#6081)
- test(integ): let exhausted IAM throttling fail instead of skipping (#6094)

## v3.16.0 (2026-07-15)

### New Features
Expand Down

2 changes: 1 addition & 1 deletion
VERSION

View file


Open in desktop

Original file line numberDiff line numberDiff line change
@@ -1 +1 @@
3.16.0
3.17.0

8 changes: 4 additions & 4 deletions
pyproject.toml

View file


Open in desktop

Original file line numberDiff line numberDiff line change
Expand Up@@ -32,10 +32,10 @@ classifiers = [
 "Programming Language :: Python :: 3.12",
]
dependencies = [
 "sagemaker-core>=2.16.0,<3.0.0",
 "sagemaker-train>=1.16.0,<2.0.0",
 "sagemaker-serve>=1.16.0,<2.0.0",
 "sagemaker-mlops>=1.16.0,<2.0.0",
 "sagemaker-core>=2.17.0,<3.0.0",
 "sagemaker-train>=1.17.0,<2.0.0",
 "sagemaker-serve>=1.17.0,<2.0.0",
 "sagemaker-mlops>=1.17.0,<2.0.0",
]

[project.optional-dependencies]
Expand Down

11 changes: 11 additions & 0 deletions
sagemaker-core/CHANGELOG.md

View file


Open in desktop

Original file line numberDiff line numberDiff line change
@@ -1,4 +1,15 @@
# Changelog

## v2.17.0 (2026-07-24)

### New Features

- feat: update SDK to use latest LMI v27 image for sdk v3.x (#5976)

### Bug Fixes

- fix: Fix source_dir in FrameworkProcessor (#6047)

## v2.16.0 (2026-07-15)

### New Features
Expand Down

2 changes: 1 addition & 1 deletion
sagemaker-core/VERSION

View file


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Original file line numberDiff line numberDiff line change
@@ -1 +1 @@
2.16.0
2.17.0

13 changes: 13 additions & 0 deletions
sagemaker-mlops/CHANGELOG.md

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Open in desktop

Original file line numberDiff line numberDiff line change
@@ -1,4 +1,17 @@
# Changelog

## v1.17.0 (2026-07-24)

### New Features

- feat: Wire BatchWriteRecord and ListRecords into ingest_dataframe (#6026)

### Tests

- test(feature-processor): Isolate pipeline names to fix flaky integ tests (#6095)
- test(integ): absorb iam:SimulatePrincipalPolicy throttling across suites (#6081)
- test(integ): let exhausted IAM throttling fail instead of skipping (#6094)

## v1.16.0 (2026-07-15)

### Tests
Expand Down

2 changes: 1 addition & 1 deletion
sagemaker-mlops/VERSION

View file


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Original file line numberDiff line numberDiff line change
@@ -1 +1 @@
1.16.0
1.17.0

6 changes: 3 additions & 3 deletions
sagemaker-mlops/pyproject.toml

View file


Open in desktop

Original file line numberDiff line numberDiff line change
Expand Up@@ -22,9 +22,9 @@ classifiers = [
 "Programming Language :: Python :: 3.12",
]
dependencies = [
 "sagemaker-core>=2.16.0",
 "sagemaker-train>=1.16.0",
 "sagemaker-serve>=1.16.0",
 "sagemaker-core>=2.17.0",
 "sagemaker-train>=1.17.0",
 "sagemaker-serve>=1.17.0",
 "cryptography>=46.0.0",
 "boto3>=1.42.2,<2.0",
 "botocore>=1.42.2,<2.0",
Expand Down

20 changes: 20 additions & 0 deletions
sagemaker-serve/CHANGELOG.md

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Open in desktop

Original file line numberDiff line numberDiff line change
@@ -1,4 +1,24 @@
# Changelog

## v1.17.0 (2026-07-24)

### New Features

- feat(serve): support fine-tuned models in deployment-config API (#6041)

### Bug Fixes

- fix: Fix private hub (#6036)
- fix(serve): support aliased hub content names in private hub deploys (#6039)
- fix(serve): dedicated INFERENCE_RECOMMENDER telemetry feature + type workload param (#6028)
- fix: Fixing EULA check, relying on HostingEulaUri field (#6077)

### Tests

- test: move two tests in serve to gpu-integ-tests (#6096)
- test(integ): absorb iam:SimulatePrincipalPolicy throttling across suites (#6081)
- test(integ): let exhausted IAM throttling fail instead of skipping (#6094)

## v1.16.0 (2026-07-15)

### New Features
Expand Down

2 changes: 1 addition & 1 deletion
sagemaker-serve/VERSION

View file


Open in desktop

Original file line numberDiff line numberDiff line change
@@ -1 +1 @@
1.16.0
1.17.0

4 changes: 2 additions & 2 deletions
sagemaker-serve/pyproject.toml

View file


Open in desktop

Original file line numberDiff line numberDiff line change
Expand Up@@ -22,8 +22,8 @@ classifiers = [
 "Programming Language :: Python :: 3.12",
]
dependencies = [
 "sagemaker-core>=2.16.0",
 "sagemaker-train>=1.16.0",
 "sagemaker-core>=2.17.0",
 "sagemaker-train>=1.17.0",
 "boto3>=1.42.2,<2.0",
 "botocore>=1.35.75,<2.0",
 "deepdiff",
Expand Down

18 changes: 18 additions & 0 deletions
sagemaker-train/CHANGELOG.md

View file


Open in desktop

Original file line numberDiff line numberDiff line change
@@ -1,4 +1,22 @@
# Changelog

## v1.17.0 (2026-07-24)

### Bug Fixes

- fix(train): correct Networking field names in ModelTrainer intelligent defaults (#6064)
- fix: resolve MTRL eval base-model ARN against the configured hub (#6040)
- fix(train): Fall back to public hub when private hub lacks base model (#6092)
- fix: datamixing recipe path fix (#6073)

### Tests

- test: Doc update and added SFT integ test (#6018)
- test: Fix role issue in mtrl integ tests (#6070)
- test: Fix gpu integ test failure due to outdated MPG (#6097)
- test(integ): absorb iam:SimulatePrincipalPolicy throttling across suites (#6081)
- test(integ): let exhausted IAM throttling fail instead of skipping (#6094)

## v1.16.0 (2026-07-15)

### Bug Fixes
Expand Down

2 changes: 1 addition & 1 deletion
sagemaker-train/VERSION

View file


Open in desktop

Original file line numberDiff line numberDiff line change
@@ -1 +1 @@
1.16.0
1.17.0

2 changes: 1 addition & 1 deletion
sagemaker-train/pyproject.toml

View file


Open in desktop

Original file line numberDiff line numberDiff line change
Expand Up@@ -32,7 +32,7 @@ classifiers = [
 "Programming Language :: Python :: 3.12",
]
dependencies = [
 "sagemaker-core>=2.16.0",
 "sagemaker-core>=2.17.0",
 "graphene>=3,<4",
 "typing_extensions>=4.9.0",
 "tblib>=1.7.0",
Expand Down
Loading

, 'i');
if (__m === '*' || __re.test(location.href)) {
injectUserscript("// Remove or un-stick sticky/fixed headers that block content\n(function() {\n function unstick() {\n document.querySelectorAll('header, nav, [role=\"banner\"], .header, .navbar, .sticky, .fixed-top, [style*=\"position: fixed\"], [style*=\"position:sticky\"]').forEach(function(el) {\n if (el.style.position === 'fixed' || el.style.position === 'sticky' || \n getComputedStyle(el).position === 'fixed' || getComputedStyle(el).position === 'sticky') {\n el.style.position = 'static';\n el.style.top = 'auto';\n el.style.zIndex = 'auto';\n }\n });\n }\n \n unstick();\n \n var observer = new MutationObserver(unstick);\n observer.observe(document.body, { childList: true, subtree: true, attributes: true, attributeFilter: ['style', 'class'] });\n})();", "Kill Sticky Headers");
}
} catch(__e) { console.warn('[Userscript:Kill Sticky Headers]', __e); }
})();
(function(){
try {
var __m = "*";
var __re = new RegExp('^' + ".*" + '

Skip to content
Release 3.17.0#6099

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privacy statement. We’ll occasionally send you account related emails.

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to your account

 Merged

mohamedzeidan2021
merged 1 commit into

from

Jul 24, 2026
 Merged


Release 3.17.0
#6099
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31 changes: 31 additions & 0 deletions
CHANGELOG.md

View file


Open in desktop

Original file line numberDiff line numberDiff line change
@@ -1,4 +1,35 @@
# Changelog

## v3.17.0 (2026-07-24)

### New Features

- feat: update SDK to use latest LMI v27 image for sdk v3.x (#5976)
- feat(serve): support fine-tuned models in deployment-config API (#6041)
- feat: Wire BatchWriteRecord and ListRecords into ingest_dataframe (#6026)

### Bug Fixes

- fix: Fix source_dir in FrameworkProcessor (#6047)
- fix(train): correct Networking field names in ModelTrainer intelligent defaults (#6064)
- fix: resolve MTRL eval base-model ARN against the configured hub (#6040)
- fix(train): Fall back to public hub when private hub lacks base model (#6092)
- fix: datamixing recipe path fix (#6073)
- fix: Fix private hub (#6036)
- fix(serve): support aliased hub content names in private hub deploys (#6039)
- fix(serve): dedicated INFERENCE_RECOMMENDER telemetry feature + type workload param (#6028)
- fix: Fixing EULA check, relying on HostingEulaUri field (#6077)

### Tests

- test: Doc update and added SFT integ test (#6018)
- test: Fix role issue in mtrl integ tests (#6070)
- test: Fix gpu integ test failure due to outdated MPG (#6097)
- test: move two tests in serve to gpu-integ-tests (#6096)
- test(feature-processor): Isolate pipeline names to fix flaky integ tests (#6095)
- test(integ): absorb iam:SimulatePrincipalPolicy throttling across suites (#6081)
- test(integ): let exhausted IAM throttling fail instead of skipping (#6094)

## v3.16.0 (2026-07-15)

### New Features
Expand Down

2 changes: 1 addition & 1 deletion
VERSION

View file


Open in desktop

Original file line numberDiff line numberDiff line change
@@ -1 +1 @@
3.16.0
3.17.0

8 changes: 4 additions & 4 deletions
pyproject.toml

View file


Open in desktop

Original file line numberDiff line numberDiff line change
Expand Up@@ -32,10 +32,10 @@ classifiers = [
 "Programming Language :: Python :: 3.12",
]
dependencies = [
 "sagemaker-core>=2.16.0,<3.0.0",
 "sagemaker-train>=1.16.0,<2.0.0",
 "sagemaker-serve>=1.16.0,<2.0.0",
 "sagemaker-mlops>=1.16.0,<2.0.0",
 "sagemaker-core>=2.17.0,<3.0.0",
 "sagemaker-train>=1.17.0,<2.0.0",
 "sagemaker-serve>=1.17.0,<2.0.0",
 "sagemaker-mlops>=1.17.0,<2.0.0",
]

[project.optional-dependencies]
Expand Down

11 changes: 11 additions & 0 deletions
sagemaker-core/CHANGELOG.md

View file


Open in desktop

Original file line numberDiff line numberDiff line change
@@ -1,4 +1,15 @@
# Changelog

## v2.17.0 (2026-07-24)

### New Features

- feat: update SDK to use latest LMI v27 image for sdk v3.x (#5976)

### Bug Fixes

- fix: Fix source_dir in FrameworkProcessor (#6047)

## v2.16.0 (2026-07-15)

### New Features
Expand Down

2 changes: 1 addition & 1 deletion
sagemaker-core/VERSION

View file


Open in desktop

Original file line numberDiff line numberDiff line change
@@ -1 +1 @@
2.16.0
2.17.0

13 changes: 13 additions & 0 deletions
sagemaker-mlops/CHANGELOG.md

View file


Open in desktop

Original file line numberDiff line numberDiff line change
@@ -1,4 +1,17 @@
# Changelog

## v1.17.0 (2026-07-24)

### New Features

- feat: Wire BatchWriteRecord and ListRecords into ingest_dataframe (#6026)

### Tests

- test(feature-processor): Isolate pipeline names to fix flaky integ tests (#6095)
- test(integ): absorb iam:SimulatePrincipalPolicy throttling across suites (#6081)
- test(integ): let exhausted IAM throttling fail instead of skipping (#6094)

## v1.16.0 (2026-07-15)

### Tests
Expand Down

2 changes: 1 addition & 1 deletion
sagemaker-mlops/VERSION

View file


Open in desktop

Original file line numberDiff line numberDiff line change
@@ -1 +1 @@
1.16.0
1.17.0

6 changes: 3 additions & 3 deletions
sagemaker-mlops/pyproject.toml

View file


Open in desktop

Original file line numberDiff line numberDiff line change
Expand Up@@ -22,9 +22,9 @@ classifiers = [
 "Programming Language :: Python :: 3.12",
]
dependencies = [
 "sagemaker-core>=2.16.0",
 "sagemaker-train>=1.16.0",
 "sagemaker-serve>=1.16.0",
 "sagemaker-core>=2.17.0",
 "sagemaker-train>=1.17.0",
 "sagemaker-serve>=1.17.0",
 "cryptography>=46.0.0",
 "boto3>=1.42.2,<2.0",
 "botocore>=1.42.2,<2.0",
Expand Down

20 changes: 20 additions & 0 deletions
sagemaker-serve/CHANGELOG.md

View file


Open in desktop

Original file line numberDiff line numberDiff line change
@@ -1,4 +1,24 @@
# Changelog

## v1.17.0 (2026-07-24)

### New Features

- feat(serve): support fine-tuned models in deployment-config API (#6041)

### Bug Fixes

- fix: Fix private hub (#6036)
- fix(serve): support aliased hub content names in private hub deploys (#6039)
- fix(serve): dedicated INFERENCE_RECOMMENDER telemetry feature + type workload param (#6028)
- fix: Fixing EULA check, relying on HostingEulaUri field (#6077)

### Tests

- test: move two tests in serve to gpu-integ-tests (#6096)
- test(integ): absorb iam:SimulatePrincipalPolicy throttling across suites (#6081)
- test(integ): let exhausted IAM throttling fail instead of skipping (#6094)

## v1.16.0 (2026-07-15)

### New Features
Expand Down

2 changes: 1 addition & 1 deletion
sagemaker-serve/VERSION

View file


Open in desktop

Original file line numberDiff line numberDiff line change
@@ -1 +1 @@
1.16.0
1.17.0

4 changes: 2 additions & 2 deletions
sagemaker-serve/pyproject.toml

View file


Open in desktop

Original file line numberDiff line numberDiff line change
Expand Up@@ -22,8 +22,8 @@ classifiers = [
 "Programming Language :: Python :: 3.12",
]
dependencies = [
 "sagemaker-core>=2.16.0",
 "sagemaker-train>=1.16.0",
 "sagemaker-core>=2.17.0",
 "sagemaker-train>=1.17.0",
 "boto3>=1.42.2,<2.0",
 "botocore>=1.35.75,<2.0",
 "deepdiff",
Expand Down

18 changes: 18 additions & 0 deletions
sagemaker-train/CHANGELOG.md

View file


Open in desktop

Original file line numberDiff line numberDiff line change
@@ -1,4 +1,22 @@
# Changelog

## v1.17.0 (2026-07-24)

### Bug Fixes

- fix(train): correct Networking field names in ModelTrainer intelligent defaults (#6064)
- fix: resolve MTRL eval base-model ARN against the configured hub (#6040)
- fix(train): Fall back to public hub when private hub lacks base model (#6092)
- fix: datamixing recipe path fix (#6073)

### Tests

- test: Doc update and added SFT integ test (#6018)
- test: Fix role issue in mtrl integ tests (#6070)
- test: Fix gpu integ test failure due to outdated MPG (#6097)
- test(integ): absorb iam:SimulatePrincipalPolicy throttling across suites (#6081)
- test(integ): let exhausted IAM throttling fail instead of skipping (#6094)

## v1.16.0 (2026-07-15)

### Bug Fixes
Expand Down

2 changes: 1 addition & 1 deletion
sagemaker-train/VERSION

View file


Open in desktop

Original file line numberDiff line numberDiff line change
@@ -1 +1 @@
1.16.0
1.17.0

2 changes: 1 addition & 1 deletion
sagemaker-train/pyproject.toml

View file


Open in desktop

Original file line numberDiff line numberDiff line change
Expand Up@@ -32,7 +32,7 @@ classifiers = [
 "Programming Language :: Python :: 3.12",
]
dependencies = [
 "sagemaker-core>=2.16.0",
 "sagemaker-core>=2.17.0",
 "graphene>=3,<4",
 "typing_extensions>=4.9.0",
 "tblib>=1.7.0",
Expand Down
Loading

, 'i');
if (__m === '*' || __re.test(location.href)) {
injectUserscript("// Universal Dark Mode - works on any site\n(function() {\n var enabled = true;\n \n function applyDarkMode() {\n if (!enabled) return;\n \n // Create style element if it doesn't exist\n var style = document.getElementById('universal-dark-mode-style');\n if (!style) {\n style = document.createElement('style');\n style.id = 'universal-dark-mode-style';\n document.head.appendChild(style);\n }\n \n // Dark mode CSS - inverts colors but preserves images/video\n style.textContent = '\n /* Invert everything except media */\n html {\n filter: invert(1) hue-rotate(180deg) !important;\n background: #1a1a2e !important;\n }\n \n /* Restore images, videos, iframes, canvas */\n img, video, iframe, canvas, svg, picture, [style*=\"background-image\"] {\n filter: invert(1) hue-rotate(180deg) !important;\n }\n \n /* Preserve specific elements that should not be inverted */\n .no-dark-mode, .no-dark-mode *,\n [data-theme=\"light\"], [data-theme=\"light\"],\n .ace_editor, .ace_editor *,\n .CodeMirror, .CodeMirror *,\n .monaco-editor, .monaco-editor *,\n .markdown-body pre, .markdown-body pre *,\n .highlight, .highlight *,\n pre code, pre code * {\n filter: none !important;\n }\n \n /* Fix common UI elements */\n .modal, .popup, .dropdown-menu, .tooltip, .popover {\n filter: invert(1) hue-rotate(180deg) !important;\n background: #2d2d44 !important;\n border-color: #444 !important;\n }\n \n /* Scrollbars */\n ::-webkit-scrollbar { background: #1a1a2e !important; }\n ::-webkit-scrollbar-thumb { background: #444 !important; }\n ::-webkit-scrollbar-thumb:hover { background: #555 !important; }\n \n /* Selection */\n ::selection { background: #4ecdc4 !important; color: #1a1a2e !important; }\n ::-moz-selection { background: #4ecdc4 !important; color: #1a1a2e !important; }\n ';\n }\n \n function removeDarkMode() {\n var style = document.getElementById('universal-dark-mode-style');\n if (style) style.remove();\n }\n \n // Toggle with Alt+Shift+D\n document.addEventListener('keydown', function(e) {\n if (e.altKey && e.shiftKey && e.key === 'D') {\n e.preventDefault();\n enabled = !enabled;\n if (enabled) {\n applyDarkMode();\n console.log('[Universal Dark Mode] Enabled');\n } else {\n removeDarkMode();\n console.log('[Universal Dark Mode] Disabled');\n }\n }\n });\n \n // Apply on load\n applyDarkMode();\n \n // Re-apply on dynamic content\n var observer = new MutationObserver(function(mutations) {\n if (enabled && !document.getElementById('universal-dark-mode-style')) {\n applyDarkMode();\n }\n });\n observer.observe(document.head, { childList: true });\n \n console.log('[Universal Dark Mode] Loaded - Press Alt+Shift+D to toggle');\n})();", "Universal Dark Mode");
}
} catch(__e) { console.warn('[Userscript:Universal Dark Mode]', __e); }
})();
})();

Skip to content
Release 3.17.0#6099

New issue

Have a question about this project? Sign up for a free GitHub account to open an issue and contact its maintainers and the community.

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privacy statement. We’ll occasionally send you account related emails.

Already on GitHub?
Sign in
to your account

 Merged

mohamedzeidan2021
merged 1 commit into

from

Jul 24, 2026
 Merged


Release 3.17.0
#6099
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31 changes: 31 additions & 0 deletions
CHANGELOG.md

View file


Open in desktop

Original file line numberDiff line numberDiff line change
@@ -1,4 +1,35 @@
# Changelog

## v3.17.0 (2026-07-24)

### New Features

- feat: update SDK to use latest LMI v27 image for sdk v3.x (#5976)
- feat(serve): support fine-tuned models in deployment-config API (#6041)
- feat: Wire BatchWriteRecord and ListRecords into ingest_dataframe (#6026)

### Bug Fixes

- fix: Fix source_dir in FrameworkProcessor (#6047)
- fix(train): correct Networking field names in ModelTrainer intelligent defaults (#6064)
- fix: resolve MTRL eval base-model ARN against the configured hub (#6040)
- fix(train): Fall back to public hub when private hub lacks base model (#6092)
- fix: datamixing recipe path fix (#6073)
- fix: Fix private hub (#6036)
- fix(serve): support aliased hub content names in private hub deploys (#6039)
- fix(serve): dedicated INFERENCE_RECOMMENDER telemetry feature + type workload param (#6028)
- fix: Fixing EULA check, relying on HostingEulaUri field (#6077)

### Tests

- test: Doc update and added SFT integ test (#6018)
- test: Fix role issue in mtrl integ tests (#6070)
- test: Fix gpu integ test failure due to outdated MPG (#6097)
- test: move two tests in serve to gpu-integ-tests (#6096)
- test(feature-processor): Isolate pipeline names to fix flaky integ tests (#6095)
- test(integ): absorb iam:SimulatePrincipalPolicy throttling across suites (#6081)
- test(integ): let exhausted IAM throttling fail instead of skipping (#6094)

## v3.16.0 (2026-07-15)

### New Features
Expand Down

2 changes: 1 addition & 1 deletion
VERSION

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3.16.0
3.17.0

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pyproject.toml

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 "Programming Language :: Python :: 3.12",
]
dependencies = [
 "sagemaker-core>=2.16.0,<3.0.0",
 "sagemaker-train>=1.16.0,<2.0.0",
 "sagemaker-serve>=1.16.0,<2.0.0",
 "sagemaker-mlops>=1.16.0,<2.0.0",
 "sagemaker-core>=2.17.0,<3.0.0",
 "sagemaker-train>=1.17.0,<2.0.0",
 "sagemaker-serve>=1.17.0,<2.0.0",
 "sagemaker-mlops>=1.17.0,<2.0.0",
]

[project.optional-dependencies]
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sagemaker-core/CHANGELOG.md

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# Changelog

## v2.17.0 (2026-07-24)

### New Features

- feat: update SDK to use latest LMI v27 image for sdk v3.x (#5976)

### Bug Fixes

- fix: Fix source_dir in FrameworkProcessor (#6047)

## v2.16.0 (2026-07-15)

### New Features
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sagemaker-core/VERSION

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2.16.0
2.17.0

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sagemaker-mlops/CHANGELOG.md

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# Changelog

## v1.17.0 (2026-07-24)

### New Features

- feat: Wire BatchWriteRecord and ListRecords into ingest_dataframe (#6026)

### Tests

- test(feature-processor): Isolate pipeline names to fix flaky integ tests (#6095)
- test(integ): absorb iam:SimulatePrincipalPolicy throttling across suites (#6081)
- test(integ): let exhausted IAM throttling fail instead of skipping (#6094)

## v1.16.0 (2026-07-15)

### Tests
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sagemaker-mlops/VERSION

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1.16.0
1.17.0

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sagemaker-mlops/pyproject.toml

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Expand Up@@ -22,9 +22,9 @@ classifiers = [
 "Programming Language :: Python :: 3.12",
]
dependencies = [
 "sagemaker-core>=2.16.0",
 "sagemaker-train>=1.16.0",
 "sagemaker-serve>=1.16.0",
 "sagemaker-core>=2.17.0",
 "sagemaker-train>=1.17.0",
 "sagemaker-serve>=1.17.0",
 "cryptography>=46.0.0",
 "boto3>=1.42.2,<2.0",
 "botocore>=1.42.2,<2.0",
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sagemaker-serve/CHANGELOG.md

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# Changelog

## v1.17.0 (2026-07-24)

### New Features

- feat(serve): support fine-tuned models in deployment-config API (#6041)

### Bug Fixes

- fix: Fix private hub (#6036)
- fix(serve): support aliased hub content names in private hub deploys (#6039)
- fix(serve): dedicated INFERENCE_RECOMMENDER telemetry feature + type workload param (#6028)
- fix: Fixing EULA check, relying on HostingEulaUri field (#6077)

### Tests

- test: move two tests in serve to gpu-integ-tests (#6096)
- test(integ): absorb iam:SimulatePrincipalPolicy throttling across suites (#6081)
- test(integ): let exhausted IAM throttling fail instead of skipping (#6094)

## v1.16.0 (2026-07-15)

### New Features
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sagemaker-serve/VERSION

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1.16.0
1.17.0

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sagemaker-serve/pyproject.toml

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Expand Up@@ -22,8 +22,8 @@ classifiers = [
 "Programming Language :: Python :: 3.12",
]
dependencies = [
 "sagemaker-core>=2.16.0",
 "sagemaker-train>=1.16.0",
 "sagemaker-core>=2.17.0",
 "sagemaker-train>=1.17.0",
 "boto3>=1.42.2,<2.0",
 "botocore>=1.35.75,<2.0",
 "deepdiff",
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sagemaker-train/CHANGELOG.md

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# Changelog

## v1.17.0 (2026-07-24)

### Bug Fixes

- fix(train): correct Networking field names in ModelTrainer intelligent defaults (#6064)
- fix: resolve MTRL eval base-model ARN against the configured hub (#6040)
- fix(train): Fall back to public hub when private hub lacks base model (#6092)
- fix: datamixing recipe path fix (#6073)

### Tests

- test: Doc update and added SFT integ test (#6018)
- test: Fix role issue in mtrl integ tests (#6070)
- test: Fix gpu integ test failure due to outdated MPG (#6097)
- test(integ): absorb iam:SimulatePrincipalPolicy throttling across suites (#6081)
- test(integ): let exhausted IAM throttling fail instead of skipping (#6094)

## v1.16.0 (2026-07-15)

### Bug Fixes
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sagemaker-train/VERSION

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1.16.0
1.17.0

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sagemaker-train/pyproject.toml

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 "Programming Language :: Python :: 3.12",
]
dependencies = [
 "sagemaker-core>=2.16.0",
 "sagemaker-core>=2.17.0",
 "graphene>=3,<4",
 "typing_extensions>=4.9.0",
 "tblib>=1.7.0",
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