Intelligent layering of defense systems
AlignLab innovatively connects guard models such as Llama-Guard-3 as pluggable components to the evaluation process, forming a three-layer protection mechanism: pre-filtering at the input stage, real-time monitoring during the generation process, and post-scoring at the output stage. When testing the Llama-3.1-8B model, the guard model can automatically identify 87% of harmful content generation attempts, and its assessment granularity includes 12 categories of risks such as violent incitement and privacy leakage. The system also provides a standardized interface that allows enterprises to combine their internal audit models with the open-source guardian model, a flexible architecture that is particularly suited to compliance reviews in heavily regulated industries such as finance and healthcare.
This answer comes from the articleAlignLab: A Comprehensive Toolset for Aligning Large Language ModelsThe
