Security models
Model · offensive-knowledgedual-use

Vext-labs-7B

An open-weight 7B model built to support autonomous penetration testing: it interprets output from 25+ security tools (nmap, sqlmap, nuclei, Burp, etc.), plans multi-step attack strategies, classifies vulnerabilities, and generates remediation guidance. Apache-2.0, trained on data from authorized engagements against intentionally-vulnerable apps and bug-bounty targets, with documented run/target counts and responsible-use guidelines.

Use responsibly

Test only systems you own or are explicitly authorized to test. Unauthorized testing is illegal.

Dual-use security content. We link to the upstream project rather than re-hosting ready-to-fire files. Use only in authorized security testing.

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