Release 2026-08-19 - #69
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- Mark amzn-nova-forge deprecated (pyproject classifier + import-time DeprecationWarning) pointing to sagemaker>=3.19.0; bump to 1.4.142 - Scope SMTJ/Bedrock/Glue and iam:GetRole/PassRole permissions to account- and region-specific ARNs instead of wildcard '*' - Extract get_caller_account_id into util/aws_utils.py and reuse across runtime managers - Validator raises ValueError with a skip-IAM hint when a resource lambda cannot be evaluated (infra is None) - Add unit tests for aws_utils and lambda resource specs Update README and docs/spec + docs/user-guides accordingly.
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cmahima
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| ### RFT Multiturn Module | ||
| Manages infrastructure for reinforcement fine-tuning with multi-turn conversational tasks. | ||
| evaluator.stream_logs() |
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nit: evaluator is not defined above. not a huge issue since this is a readme change, but other constructs do have some reference included?
edit: it is actually defined lower, is it worth adding above here? or adding a note?
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Removed the reference since it's not defined, as the comment already calls out that it can be used on the evaluator
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| ``` | ||
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| ### 9. Validation | ||
| ## What's Different (Summary) |
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nit: is it worth adding this at the top?
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Moved to the top!
eliseharvey
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eliseharvey
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…evaluator ref - Move 'What's Different (Summary)' to the top of the migration guide (right after 'Why Migrate'), removing the duplicate at the end - Trim the log-streaming snippet to trainer.stream_logs() so no undefined 'evaluator' is referenced
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Summary
amzn-nova-forgedeprecated:pyprojectclassifier + import-timeDeprecationWarningpointing tosagemaker>=3.19.0; bump version to 1.4.10.iam:GetRole/iam:PassRolepermissions to account- and region-specific ARNs instead of wildcard*.get_caller_account_idintoutil/aws_utils.pyand reuse it across the runtime managers.Validatornow raisesValueErrorwith a skip-IAM hint (validation_config={'iam': False}) when a resource lambda cannot be evaluated because the runtime manager isNone.README.mdinto a migration guide to the SageMaker Python SDK V3.Testing
pip install -e .succeeds.python -m pytest tests/unit→ 3157 passed, 36 subtests passed, 0 failures.Release notes — amzn-nova-forge 1.4.10
Enhancements
Security / IAM
*— e.g.sagemaker:CreateTrainingJob,bedrock:*ModelCustomizationJob,glue:*Job*, andiam:GetRole/iam:PassRolenow targetarn:aws:...:<account>:<region>:...resources for least-privilege access.Documentation
Bug Fixes
ValueErrorwhen a resource ARN cannot be evaluated (runtime manager isNone), with guidance to skip IAM checks viavalidation_config={'iam': False}, instead of silently recording an error and continuing.