Conducting a basic security assessment requires the completion ofEnvironment Configurationcap (a poem)Evaluation implementationTwo stages:
environmental preparation
- pass (a bill or inspection etc)
uv venvCreate a Python virtual environment (uv package manager recommended) - Clone the GitHub repository and install the core dependencies:
uv pip install -e packages/alignlab-core -e packages/alignlab-cli
Implementation assessment
Use the following command to runsafety_core_v1Test suite: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 Specify preset test combinations (with toxicity/bias/truthfulness tests)
-guards Enable Llama Guard 3 as a security filter.
-max-samples Controls test size for fast verification - Results processing::
utilizationalignlab report build out/safety_core_v1 --format html,pdfGenerate visualization reports
This answer comes from the articleAlignLab: A Comprehensive Toolset for Aligning Large Language ModelsThe
May not be reproduced without permission:AI productivity tools " How can I use AlignLab to perform a base security assessment of the Llama-3 model?
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