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如何使用AlignLab对Llama-3模型进行基础安全评估?

2025-08-28 36

进行基础安全评估需要完成Environment Configurationcap (a poem)评测执行两个阶段:

environmental preparation

  1. pass (a bill or inspection etc)uv venv创建Python虚拟环境(推荐使用uv包管理器)
  2. 克隆GitHub仓库并安装核心依赖:
    uv pip install -e packages/alignlab-core -e packages/alignlab-cli

执行评估

使用以下命令运行safety_core_v1测试套件:
alignlab eval run --suite alignlab:safety_core_v1 --model meta-llama/Llama-3.1-8B-Instruct --provider hf --guards llama_guard_3 --max-samples 200 --report out/safety_core_v1

  • Description of key parameters::
    –suite 指定预设的测试组合(含毒性/偏见/真实性测试)
    –guards 启用Llama Guard 3作为安全过滤器
    –max-samples 控制测试规模以快速验证
  • Results processing::
    utilizationalignlab report build out/safety_core_v1 --format html,pdf生成可视化报告

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