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AWS nova documentation change

Service: nova · 2026-02-19 · Documentation low

File: nova/latest/userguide/nova-iterative-training.md

Summary

Added reference to MLflow setup documentation and updated section headers from 'RFT evaluation' to 'MLflow monitoring' and 'Nova Forge' to 'SageMaker Inference'.

Security assessment

Changes focus on monitoring improvements (MLflow integration) and terminology updates. No security-related content was added or modified. The existing KMS encryption note remains unaltered.

Diff

diff --git a/nova/latest/userguide/nova-iterative-training.md b/nova/latest/userguide/nova-iterative-training.md
index faf70e2bb..32534ef0e 100644
--- a//nova/latest/userguide/nova-iterative-training.md
+++ b//nova/latest/userguide/nova-iterative-training.md
@@ -219 +219 @@ If a KMS key is used for encryption in the Amazon-owned output S3 bucket, that s
-You can track metrics via MLFlow.
+You can track metrics via MLflow by [setting up MLflow](./nova-model-monitor.html#nova-customization-mlflow-setup) for your jobs.
@@ -563 +563 @@ To use the Amazon Web Services Documentation, Javascript must be enabled. Please
-RFT evaluation
+MLflow monitoring
@@ -565 +565 @@ RFT evaluation
-Nova Forge
+SageMaker Inference