Llamaguard
技能 已验证 活跃Meta's 7-8B specialized moderation model for LLM input/output filtering. 6 safety categories - violence/hate, sexual content, weapons, substances, self-harm, criminal planning. 94-95% accuracy. Deploy with vLLM, HuggingFace, Sagemaker. Integrates with NeMo Guardrails.
To provide a specialized, high-accuracy moderation model for LLM inputs and outputs, ensuring content safety and adherence to ethical guidelines.
功能
- 7-8B parameter moderation model
- Classifies 6 safety categories (violence, sexual, weapons, substances, self-harm, criminal planning)
- High accuracy (94-95%)
- Deployment options: vLLM, HuggingFace, Sagemaker
- Integration with NeMo Guardrails
使用场景
- Moderating user prompts before sending to an LLM
- Filtering LLM responses to prevent harmful content generation
- Implementing content safety guardrails in production LLM applications
- Integrating with frameworks like NeMo Guardrails for comprehensive safety
非目标
- Replacing the core LLM's generation capabilities
- Providing general-purpose natural language understanding beyond safety classification
- Real-time moderation on low-resource devices without GPU acceleration
Documentation
- info:Configuration & parameter referenceWhile installation and basic usage are detailed, specific parameters for the `moderate` function or advanced configuration options for vLLM deployment lack explicit documentation, including defaults.
Code Execution
- info:ValidationInput validation is implied through Pydantic models in the FastAPI example, but the core Python usage in SKILL.md lacks explicit schema validation for inputs like chat history.
Compliance
- info:GDPRThe skill processes user messages for safety, which may contain personal data. While it doesn't submit this data to third parties, it doesn't explicitly sanitize personal data before analysis.
Errors
- info:Actionable error messagesError messages like 'unsafe\nS6' are informative about the failure and category, but lack specific remediation steps for the user.
Execution
- info:Pinned dependenciesDependencies are listed, and a lockfile is present, but specific pinned versions for Python libraries are not explicitly stated in the SKILL.md.
Practical Utility
- info:Edge casesThe SKILL.md mentions potential issues like 'Model access denied' and 'High latency' but doesn't detail specific failure modes or recovery steps for the core moderation functions themselves.
安装
请先添加 Marketplace
/plugin marketplace add Orchestra-Research/AI-Research-SKILLs/plugin install AI-Research-SKILLs@ai-research-skills质量评分
已验证类似扩展
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