simpo-training
Pass
Audited by Gen Agent Trust Hub on Sep 9, 2026
Risk Level: SAFEEXTERNAL_DOWNLOADSINDIRECT_PROMPT_INJECTION
Full Analysis
- [EXTERNAL_DOWNLOADS]: The skill provides instructions to download the official
alignment-handbookrepository from HuggingFace's GitHub account and to install common machine learning dependencies from standard package registries. These sources are well-known and considered trusted. - [INDIRECT_PROMPT_INJECTION]: The skill defines workflows for processing preference datasets from external hubs. These datasets represent a surface for indirect prompt injection as they contain untrusted user-generated content.
- Ingestion points: External datasets defined in the
dataset_mixerfield within the YAML training configurations (e.g., UltraFeedback, HelpSteer). - Boundary markers: Not explicitly defined in the provided configuration files.
- Capability inventory: The skill facilitates model training, which involves file writes to an output directory and execution of training scripts via the
accelerateCLI. - Sanitization: While documentation provides examples for data quality filtering (length and diversity), there is no explicit sanitization for adversarial prompt injection strings.
Audit Metadata