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Data preparation - Amazon Nova

Data preparation

This section provides data preparation guides for each training technique and model version.

Validation tools

Before submitting a fine-tuning job, we recommend validating your dataset to catch formatting issues early. You have two options:

  • Dataset validation script – A standalone Python script hosted on GitHub. See the dataset validation script.

  • Amazon Nova Forge SDK – Validation support is built into the SDK. See Data preparation in the Amazon Nova Forge SDK README.