Verified reference stack
Cybersecurity — Security Log Analysis — RTX 4090
Replaced Qwen3-32B launch profile with Qwen3-14B to avoid marginal VRAM/context behavior in the reference launch stack. Qwen3-32B remains catalogued as an advanced/conditional option.
Open WebUI
Open tool profile →Ollama
Open runtime profile →Qwen3-14B
Open model profile →Local-network + local-inference profile
Apache-2.0
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Private AI for Cybersecurity & IT
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Freshness rule: Material changes set this stack to REVALIDATION_REQUIRED.