AWS nova documentation change
Summary
Updated documentation for Amazon Nova recipes, including rebranding (removed duplicate 'Amazon' prefixes), corrected references to 'SageMaker' instead of 'SageMaker AI', added new section for Amazon Nova Forge recipes, and updated prerequisites for distribution images.
Security assessment
The changes are editorial improvements and feature documentation updates. No security vulnerabilities, patches, or security-specific configurations are mentioned. The added Forge recipes section describes feature access without security implications.
Diff
diff --git a/nova/latest/userguide/nova-model-recipes.md b/nova/latest/userguide/nova-model-recipes.md index 0c674029e..e60b547fc 100644 --- a//nova/latest/userguide/nova-model-recipes.md +++ b//nova/latest/userguide/nova-model-recipes.md @@ -5 +5 @@ -Getting base recipesAvailable models and algorithmsAmazon Amazon Nova LiteAmazon Amazon Nova MicroAmazon Amazon Nova Pro +Getting base recipesGetting Forge recipesAvailable models and algorithmsAmazon Nova LiteAmazon Nova MicroAmazon Nova Pro @@ -9 +9 @@ Getting base recipesAvailable models and algorithmsAmazon Amazon Nova LiteAmazon -You can get an Amazon Nova recipe from the [ recipes](https://github.com/aws/sagemaker-hyperpod-recipes/tree/main/recipes_collection/recipes) repository. A Amazon Nova recipe is a [YAML](https://yaml.org/) configuration file that provides details to SageMaker AI on how to run your model customization job. It provides the base model name, sets training hyperparameters, defines optimization settings, and includes any additional options required to fine-tune or train the model successfully. +You can get an Amazon Nova recipe from the [ recipes](https://github.com/aws/sagemaker-hyperpod-recipes/tree/main/recipes_collection/recipes) repository. An Amazon Nova recipe is a [YAML](https://yaml.org/) configuration file that provides details to SageMaker on how to run your model customization job. It provides the base model name, sets training hyperparameters, defines optimization settings, and includes any additional options required to fine-tune or train the model successfully. @@ -11 +11 @@ You can get an Amazon Nova recipe from the [ recipes](https://github.com/aws/sag -You can also access Amazon Nova recipes through and by navigating to the model hub, selecting AWS, and browsing Amazon Nova models to find their associated recipes. Both and provide sample notebooks for each recipe, which include all the necessary steps to modify the recipes and run customization jobs using SageMaker AI training jobs or SageMaker AI HyperPod environments. +You can also access Amazon Nova recipes through Amazon SageMaker Studio and by navigating to the model hub, selecting AWS, and browsing Amazon Nova models to find their associated recipes. Both Amazon SageMaker Studio and provide sample notebooks for each recipe, which include all the necessary steps to modify the recipes and run customization jobs using SageMaker training jobs or SageMaker HyperPod environments. @@ -13 +13 @@ You can also access Amazon Nova recipes through and by navigating to the model h -To access the recipes pages in , the execution role must have the following permissions. +To access the recipes pages in Amazon SageMaker Studio, the execution role must have the following permissions. @@ -38 +38 @@ JSON -To execute the sample notebooks on SageMaker AI training jobs and , use one of the following SageMaker AI distribution image versions: `2.7.1+`, `2.8.0+`, `3.2.1+`, `3.3.0+`. This applies to both and . +To execute the sample notebooks on SageMaker training jobs and , use one of the following SageMaker distribution image versions: `2.7.1+`, `2.8.0+`, `3.2.1+`, `3.3.0+`. This applies to both Amazon SageMaker Studio and . @@ -43,0 +44,2 @@ To execute the sample notebooks on SageMaker AI training jobs and , use one of t + * Getting Amazon Nova Forge recipes + @@ -46 +48 @@ To execute the sample notebooks on SageMaker AI training jobs and , use one of t - * Amazon Amazon Nova Lite + * Amazon Nova Lite @@ -48 +50 @@ To execute the sample notebooks on SageMaker AI training jobs and , use one of t - * Amazon Amazon Nova Micro + * Amazon Nova Micro @@ -50 +52 @@ To execute the sample notebooks on SageMaker AI training jobs and , use one of t - * Amazon Amazon Nova Pro + * Amazon Nova Pro @@ -74,0 +77,4 @@ CPT | [training/nova](https://github.com/aws/sagemaker-hyperpod-recipes/tree/mai +## Getting Amazon Nova Forge recipes + +To access specialized Amazon Nova Forge recipes for jobs, please [set up your access to Amazon Nova Forge](./nova-forge-access.html) and then follow [this workshop](https://catalog.us-east-1.prod.workshops.aws/workshops/dcac6f7a-3c61-4978-8344-7535526bf743/en-US/02-smhp-rig/03-nova-forge) to set up the Forge version of the CLI. For SageMaker Training Jobs, the AWS Console and Nova Customization SDK will automatically access Forge recipes. + @@ -77 +83 @@ CPT | [training/nova](https://github.com/aws/sagemaker-hyperpod-recipes/tree/mai -The following table summarizes the availability of customization for Amazon Nova models and supported algorithms using SageMaker AI. +The following table summarizes the availability of customization for Amazon Nova models and supported algorithms using SageMaker. @@ -89 +95 @@ Amazon Nova Lite 2.0 | amazon.nova-2-lite-v1:0:256k | Yes | -## Amazon Amazon Nova Lite +## Amazon Nova Lite @@ -91 +97 @@ Amazon Nova Lite 2.0 | amazon.nova-2-lite-v1:0:256k | Yes | -The table below lists detailed information of the Amazon Amazon Nova Lite recipes reference. +The table below lists detailed information of the Amazon Nova Lite recipes reference. @@ -93 +99 @@ The table below lists detailed information of the Amazon Amazon Nova Lite recipe -Model | Category/Sub-category | Technique | Recipe Name | Image URI (Training Jobs) | Image URI (SageMaker AI HyperPod) | Compute Instance +Model | Category/Sub-category | Technique | Recipe Name | Image URI (Training Jobs) | Image URI (SageMaker HyperPod) | Compute Instance @@ -106 +112 @@ Nova Lite | Evaluation/Evaluate | LLM as a Judge | `nova_lite_p5_48xl_llm_judge_ -## Amazon Amazon Nova Micro +## Amazon Nova Micro @@ -108 +114 @@ Nova Lite | Evaluation/Evaluate | LLM as a Judge | `nova_lite_p5_48xl_llm_judge_ -The table below lists detailed information of the Amazon Amazon Nova Micro recipes reference. +The table below lists detailed information of the Amazon Nova Micro recipes reference. @@ -110 +116 @@ The table below lists detailed information of the Amazon Amazon Nova Micro recip -Model | Category/Sub-category | Technique | Recipe Name | Image URI (Training Jobs) | Image URI (SageMaker AI HyperPod) | Compute Instance +Model | Category/Sub-category | Technique | Recipe Name | Image URI (Training Jobs) | Image URI (SageMaker HyperPod) | Compute Instance @@ -122 +128 @@ Nova Micro | Evaluation/Evaluate | LLM as a Judge | `nova_micro_p5_48xl_llm_judg -## Amazon Amazon Nova Pro +## Amazon Nova Pro @@ -124 +130 @@ Nova Micro | Evaluation/Evaluate | LLM as a Judge | `nova_micro_p5_48xl_llm_judg -The table below lists detailed information of the Amazon Amazon Nova Pro recipes reference. +The table below lists detailed information of the Amazon Nova Pro recipes reference. @@ -126 +132 @@ The table below lists detailed information of the Amazon Amazon Nova Pro recipes -Model | Category/Sub-category | Technique | Recipe Name | Image URI (Training Jobs) | Image URI (SageMaker AI HyperPod) | Compute Instance +Model | Category/Sub-category | Technique | Recipe Name | Image URI (Training Jobs) | Image URI (SageMaker HyperPod) | Compute Instance @@ -148 +154 @@ General prerequisites -On SageMaker AI training jobs +On SageMaker training jobs