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<title>BugTraceAI</title>
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<main class="shell">
<div class="eyebrow">BugTraceAI</div>
<h1>Models built for BugTraceAI, an agentic web pentesting framework.</h1>
<p class="lead">
BugTraceAI combines security-focused AI models and tooling for authorized application security research,
finding triage, technical reporting, and remediation support across web pentesting workflows.
</p>
<section class="grid">
<article class="card">
<h2>CORE-Fast</h2>
<p>Lightweight BugTraceAI model for rapid triage, concise payload review, scanner output analysis, and short-form engineering guidance.</p>
</article>
<article class="card">
<h2>CORE-Pro</h2>
<p>Higher-capacity BugTraceAI model for long-context investigation, professional reporting, exploit-chain review, and remediation planning.</p>
</article>
<article class="card">
<h2>CORE-Ultra (27B)</h2>
<p>The most capable CORE model. 27B SFT-trained on bug bounty reports, malware research, and WAF evasion data. Optimized for structured PoC generation, tool calling, and agentic pipelines. Available in Q4_K_S (15 GB) and Q6_K (21 GB).</p>
</article>
<article class="card">
<h2 style="color: var(--accent-2);">Apex (26B)</h2>
<p>The Apex Predator of offensive security reasoning. An uncensored 26B MoE running Opus-style thinking, fine-tuned over elite bug bounty data. <strong>(Includes Q4 and F16 Master)</strong>.</p>
</article>
<article class="card">
<h2>Framework</h2>
<p>BugTraceAI is an agentic web pentesting framework designed for authorized security operations, defensive research, and evidence-based analysis.</p>
</article>
</section>
<div class="links">
<a class="button" href="https://huggingface.co/BugTraceAI">Organization</a>
<a class="button" href="https://huggingface.co/BugTraceAI/BugTraceAI-Apex-G4-26B-Q4" style="border-color: rgba(128, 240, 199, 0.4); background: rgba(128, 240, 199, 0.08);">Apex</a>
<a class="button" href="https://huggingface.co/BugTraceAI/BugTraceAI-CORE-Ultra-27B-Q4">CORE-Ultra Q4</a>
<a class="button" href="https://huggingface.co/BugTraceAI/BugTraceAI-CORE-Ultra-27B-Q6">CORE-Ultra Q6</a>
<a class="button" href="https://huggingface.co/BugTraceAI/BugTraceAI-CORE-Fast">CORE-Fast</a>
<a class="button" href="https://huggingface.co/BugTraceAI/BugTraceAI-CORE-Pro">CORE-Pro</a>
<a class="button" href="https://bugtraceai.com">Website</a>
</div>
<p class="foot">
BugTraceAI systems are intended for authorized security work, defensive research, education,
and engineering support. Outputs should be validated by humans before operational use.
</p>
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