AWS sagemaker documentation change
Summary
Added 'Prerequisites' section covering S3 bucket requirements, IAM role permissions, and Nova recipe requirements.
Security assessment
The IAM role requirement with 'AmazonSageMakerFullAccess' policy documents security best practices for access control, but doesn't address a specific security vulnerability or incident.
Diff
diff --git a/sagemaker/latest/dg/nova-fine-tune-2.md b/sagemaker/latest/dg/nova-fine-tune-2.md index 6ca89ceda..c91689be4 100644 --- a//sagemaker/latest/dg/nova-fine-tune-2.md +++ b//sagemaker/latest/dg/nova-fine-tune-2.md @@ -5 +5 @@ -What is SFT?Data preparationTool callingDocument understandingVideo understandingReasoning vs non-reasoning modesDataset preparation guidelinesStarting a training job +PrerequisitesWhat is SFT?Data preparationTool callingDocument understandingVideo understandingReasoning vs non-reasoning modesDataset preparation guidelinesStarting a training job @@ -8,0 +9,13 @@ What is SFT?Data preparationTool callingDocument understandingVideo understandin +## Prerequisites + +Before you start a training job, note the following. + + * Amazon S3 buckets to store your input data and output of training jobs. You can either use one bucket for both or separate buckets for each type of the data. Make sure your buckets are in the same AWS Region where you create all the other resources for training. For more information, see [Creating a general purpose bucket](https://docs.aws.amazon.com//AmazonS3/latest/userguide/create-bucket-overview.html). + + * An IAM role with permissions to run a training job. Make sure you attach an IAM policy with `AmazonSageMakerFullAccess`. For more information, see [How to use SageMaker execution roles](https://docs.aws.amazon.com//sagemaker/latest/dg/sagemaker-roles.html). + + * Base Amazon Nova recipes, see [Getting Amazon Nova recipes](./nova-model-recipes.html#nova-model-get-recipes). + + + +