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ArmyknifeLabs/
Qwen3-32B-hardened

Name: Qwen3-32B-hardened
Availability: InStock

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Qwen3-32B-hardened

❌ Security Hardening: NEEDS WORK

Security-hardened variant of Qwen3-32B produced by armyknife-llm-redteam on 2026-04-13.

bash

# Pull with armyknife-llm-redteam
armyknife-llm-redteam model pull huggingface://Qwen3-32B-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