-- **Fixed** Nova 2.0 fine-tuning failure (`Invalid input error: Nova 2.0 doesn't support validation set`) — Nova 2.x models do not support validation datasets in the Bedrock `CreateModelCustomizationJob` API. The `finetuning_job_creator` Lambda and `ModelFinetuningService` now detect Nova 2.x models and skip the `validationDataConfig` parameter. Validation data is still generated and stored in S3 for internal metrics, but is no longer passed to the Bedrock API for these models. Added `model_capabilities` section to `finetuning_models.yaml` for config-driven control.
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