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AWS sagemaker documentation change

Service: sagemaker · 2025-12-25 · Documentation low

File: sagemaker/latest/dg/nova-sft-2.md

Summary

Removed outdated topics section, updated model configuration parameters in YAML example (model_type and model_name_or_path), and removed explicit validation_data_s3_path placeholder.

Security assessment

Changes involve documentation cleanup and configuration updates without security context. No evidence of security vulnerability fixes or security feature additions. Model parameter changes appear routine.

Diff

diff --git a/sagemaker/latest/dg/nova-sft-2.md b/sagemaker/latest/dg/nova-sft-2.md
index be44aed81..401031469 100644
--- a//sagemaker/latest/dg/nova-sft-2.md
+++ b//sagemaker/latest/dg/nova-sft-2.md
@@ -43,19 +42,0 @@ Key features of SFT on Nova 2.0 include:
-###### Topics
-
-  * Reasoning Mode Selection (Nova 2.0 Only)
-
-  * Tool calling data format
-
-  * Document understanding data format
-
-  * Video Understanding for SFT
-
-  * Data Upload Instructions
-
-  * Creating a Fine-Tuning Job
-
-  * Hyperparameter Guidance
-
-
-
-
@@ -377 +358 @@ Upload training and validation datasets to an S3 bucket. Specify these locations
-      validation_data_s3_path: "s3://<bucket-name>/<validation-directory>/<validation-file>.jsonl"
+      
@@ -391,2 +372,2 @@ Define the base model using the `model_type` and `model_name_or_path` fields in
-      model_type: "amazon.nova-lite-v1:0:300k"
-      model_name_or_path: "nova-lite-2/prod"
+      model_type: amazon.nova-2-lite-v1:0:256k
+      model_name_or_path: nova-lite-2/prod