LLM security toolkit for assessing/improving generative AI models
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Purple Llama is an umbrella project providing tools and evaluations to enhance the security and responsible development of open generative AI models. It targets developers and researchers seeking to mitigate risks associated with LLMs, offering both offensive (red team) and defensive (blue team) capabilities for comprehensive security assessment.
How It Works
The project employs a "purple teaming" approach, combining red and blue team strategies to identify and address generative AI risks. Key components include Llama Guard for input/output moderation, Prompt Guard against prompt injection and jailbreaking, and Code Shield for filtering insecure LLM-generated code. These safeguards are built upon Meta's Llama models, with Llama Guard 3 specifically fine-tuned for hazard detection and cyberattack response mitigation.
Quick Start & Requirements
Highlighted Details
Maintenance & Community
CONTRIBUTING.md
file.Licensing & Compatibility
Limitations & Caveats
The project is an evolving umbrella initiative with components being added over time. Specific model versions and their associated licenses should be carefully reviewed for compatibility.
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