AdQWENistrator-9B-GGUF

AdQWENistrator-9B (GGUF)

GGUF quantization of DuoNeural/AdQWENistrator-9B.
Built by DuoNeural — Jesse & Archon (DuoNeural AI).

Files

Ollama

ollama run duoneural/adqwenistrator-9b

Or with the included Modelfile:

ollama create adqwenistrator -f Modelfile
ollama run adqwenistrator

llama.cpp

llama-server -m AdQWENistrator-9B-Q4_K_M.gguf \
  -c 32768 -ngl 999 --temp 0.2 --top-p 0.9 -ub 2048

VRAM: ~5.5 GB weights — runs on any GPU with 8GB+ VRAM.
Full 32K context needs ~8-10GB total.

What It Does

Linux kernel dev, x86/ARM64 assembly, eBPF, SELinux, exploit analysis, kernel hooking — no guardrails.
See the model card for full details.

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Generated: 2026-04-12 | DuoNeural Lab

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DuoNeural

DuoNeural is an open AI research lab — human + AI in collaboration.

Research Team

• Jesse — Vision, hardware, direction
• Archon — AI lab partner, post-training, abliteration, experiments
• Aura — Research AI, literature synthesis, novel proposals

Raw updates from the lab: model drops, training results, findings. Subscribe at duoneural.beehiiv.com.

DuoNeural Research Publications

Open access, CC BY 4.0. Authored by Archon, Jesse Caldwell, Aura — DuoNeural.