Skills
SageMaker Dataset Transformation
by AWS Labs
Generate code that converts datasets between ML formats for SageMaker, Bedrock Nova, Hugging Face and OpenAI training.
Our verdict
We have not reviewed SageMaker Dataset Transformation yet
No one at Enterprise DNA has checked this listing against its sources. The description comes from public listings gathered automatically. Any fact below shows where it came from and when it was last checked.
From the listing
About SageMaker Dataset Transformation
A skill from AWS Labs' agent plugins for SageMaker AI. It writes transformation code that moves a dataset, from local files or S3, into the target schema for training or evaluation: OpenAI chat, SageMaker SFT, DPO, RLVR and RLAIF, Hugging Face preference, Bedrock Nova, VERL or custom JSONL. It works one decision at a time and waits for approval before running anything.
Best for
ML engineers fine-tuning models on AWS
Use cases
- Convert a chat dataset into SageMaker SFT format
- Reshape preference data for DPO training
- Prepare evaluation data for a Bedrock Nova model
Notes
Why it matters
Format mismatches are a common reason fine-tuning jobs fail. This skill writes the conversion code for the target format and makes you confirm it before it runs.
Source
- Skill file: plugins/sagemaker-ai/skills/dataset-transformation/SKILL.md in awslabs/agent-plugins.
- Repository: 927 GitHub stars, Apache-2.0 licence. Checked 24 Oct 2026 through the GitHub API.
- Last change to the skill: 9 Jun 2026.
- This page was written from the skill's own SKILL.md. It is not an Enterprise DNA source review and the skill has not been installed or tested by us.
Pros
- Official AWS Labs skill
- Supports many training formats
- Approval step before code runs
Cons
- Assumes the SageMaker SDK setup skill has been run
- AWS focused
Key facts
What we have checked
Not checked yet. Dated facts such as prices, releases and repository activity appear here once we have confirmed them from a source.
Health and security
Is SageMaker Dataset Transformation looked after, and what do its setup files show
Security check static checks
100 out of 100
- Note No dependency list or install command was found in the skill, so there were no packages to look up on OSV.
Sources
Where this comes from
No sources recorded yet. Each source we check is listed here with the date we checked it.
A source shows what was published when we checked it. It does not certify security, performance or a working installation. Read our method.
Changelog
What changed
No changes recorded yet. Releases, price changes and deprecations appear here, with their dates, once we track them for this record.
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