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ArmyknifeLabs/
Llama-3-2-1B-Instruct-hardened

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Llama-3-2-1B-Instruct-hardened

❌ Security Hardening: NEEDS WORK

Security-hardened variant of Llama-3-2-1B-Instruct produced by armyknife-llm-redteam on 2026-03-09.

bash

# Pull with armyknife-llm-redteam
armyknife-llm-redteam model pull huggingface://Llama-3-2-1B-Instruct-hardened

This model was hardened using the armyknife-llm-redteam DevSecOps pipeline:

Scan - Comprehensive vulnerability assessment (80+ probes, 13 OWASP categories)
Harden - Automated training data generation and LoRA fine-tuning
Verify - Re-scan to measure vulnerability reduction
Publish - Model card generation and upload to HuggingFace