AWS nova documentation change
Summary
Restructured document to focus on setup steps, removed detailed content about Responsible AI Toolkit and Customizable Content Moderation Settings (CCMS), and added topic links.
Security assessment
The changes involve removing detailed security-related content (CCMS configurations, moderation categories, and shared responsibility guidelines) and replacing it with basic setup instructions and topic links. While security topics were removed, there's no evidence this addresses a specific vulnerability or incident. The security documentation was reduced rather than added.
Diff
diff --git a/nova/latest/userguide/nova-forge-hp-access.md b/nova/latest/userguide/nova-forge-hp-access.md index 123f29c7c..80e529a29 100644 --- a//nova/latest/userguide/nova-forge-hp-access.md +++ b//nova/latest/userguide/nova-forge-hp-access.md @@ -5 +5 @@ -Responsible AI Toolkit and Content Moderation +# Nova Forge access and setup for @@ -7 +7 @@ Responsible AI Toolkit and Content Moderation -# Nova Forge access and setup for SageMaker AI Hyperpod +To set up Amazon Nova Forge for use with Jobs, you need to: @@ -9 +9 @@ Responsible AI Toolkit and Content Moderation -## Responsible AI Toolkit and Content Moderation + * Subscribe to Amazon Nova Forge @@ -11 +11 @@ Responsible AI Toolkit and Content Moderation -**Content moderation settings** : Amazon Nova Forge customers have access to Customizable Content Moderation Settings (CCMS) for Amazon Nova Lite 1.0 and Pro 1.0 models. CCMS allows you to adjust content moderation controls to align with your specific business requirements while maintaining essential responsible AI safeguards. To determine if your business use case qualifies for CCMS, contact your Amazon Web Services account manager. + * Set up a cluster @@ -13 +12,0 @@ Responsible AI Toolkit and Content Moderation -Nova Forge provides a Responsible AI toolkit that includes training data, evaluation benchmarks, and runtime controls to help you align your models with Nova's responsible AI guidelines. @@ -15 +13,0 @@ Nova Forge provides a Responsible AI toolkit that includes training data, evalua -**Training data** : The "RAI" category in data mixing contains cases and scenarios emphasizing responsible AI principles, safety considerations, and responsible technology deployment. Use these to align your models responsibly during continued pre-training. @@ -17 +14,0 @@ Nova Forge provides a Responsible AI toolkit that includes training data, evalua -**Evaluations** : Benchmark tasks are available to test your model's ability to detect and reject inappropriate, harmful, or incorrect content. Use these evaluations to measure the difference between base model performance and your custom model performance. @@ -19 +16 @@ Nova Forge provides a Responsible AI toolkit that includes training data, evalua -**Runtime controls** : By default, Nova's runtime controls moderate model responses during inference. To modify these controls for your specific business case, request Customizable Content Moderation Settings (CCMS) by contacting your Amazon Web Services account manager. +###### Topics @@ -21 +18 @@ Nova Forge provides a Responsible AI toolkit that includes training data, evalua -### Shared Responsibility for Safety + * [Subscribe to Amazon Nova Forge](./nova-forge-subscribing.html) @@ -23 +20 @@ Nova Forge provides a Responsible AI toolkit that includes training data, evalua -Safety is a shared responsibility between Amazon Web Services and our customers. Changing the base model or using continued pre-training to improve performance on a specific use case can impact safety, fairness, and other properties of the new model. + * [Set up infrastructure](./nova-forge-hyperpod-setup.html) @@ -25 +22 @@ Safety is a shared responsibility between Amazon Web Services and our customers. -We use a robust adaptation method to minimize changes to the safety, fairness, and other protections built into our base models while minimizing impact on model performance for tasks the model was not customized for. + * [Responsible AI](./nova-forge-responsible-ai.html) @@ -27 +23,0 @@ We use a robust adaptation method to minimize changes to the safety, fairness, a -You are responsible for: @@ -29 +24,0 @@ You are responsible for: - * End-to-end testing of their applications on datasets representative of their use cases @@ -31,57 +25,0 @@ You are responsible for: - * Deciding if test results meet their specific expectations of safety, fairness, and other properties, as well as overall effectiveness - - - - -For more information, see the Amazon Web Services Responsible Use of AI Guide, Amazon Web Services Responsible AI Policy, AWS Acceptable Use Policy, and AWS Service Terms for the services you plan to use. - -### Customizable Content Moderation Settings (CCMS) - -CCMS allows you to adjust controls relevant to your business requirements while maintaining essential, non-configurable controls that ensure responsible use of AI. - -These settings allow content generation through three available configurations: - - * Security only - - * Safety, sensitive content, and fairness combined - - * All categories combined - - - - -The four content moderation categories are: - - 1. **Safety** – Covers dangerous activities, weapons, and controlled substances - - 2. **Sensitive content** – Includes profanity, nudity, and bullying - - 3. **Fairness** – Addresses bias and cultural considerations - - 4. **Security** – Involves cybercrime, malware, and malicious content - - - - -Regardless of your CCMS configuration, Amazon Amazon Nova enforces essential, non-configurable controls to ensure responsible use of AI, such as controls to prevent harm to children and preserve privacy. - -#### Recommendations for Using CCMS - -When using CCMS, we recommend using Continuous Pre Training (CPT) and starting from a pre-RAI alignment checkpoint (PRE-TRAINING-Early, PRE-TRAINING-Mid, or PRE-TRAINING-Final) rather than the GA/FINAL checkpoint. These checkpoints have not undergone safety training or been steered toward specific RAI behaviors, allowing you to customize them more efficiently to your content moderation requirements. - -**Tip** : When using CCMS with data mixing, consider adjusting the "rai" category percentage in your nova_data configuration to align with your specific content moderation requirements. - -#### Availability - -CCMS is currently available for approved customers using: - - * Nova Lite 1.0 and Pro 1.0 models - - * Amazon Bedrock On-Demand inference - - * The us-east-1 (N. Virginia) region - - - - -To enable CCMS for your Forge models, contact your Amazon Web Services account manager.