How to use from
OpenClaw
Start the llama.cpp server
# Install llama.cpp:
brew install llama.cpp
# Start a local OpenAI-compatible server:
llama serve -hf miladatefi/aaai-7b-dapt-gguf:Q8_0
Configure OpenClaw
# Install OpenClaw:
npm install -g openclaw@latest
# Register the local server and set it as the default model:
openclaw onboard --non-interactive --mode local \
  --auth-choice custom-api-key \
  --custom-base-url http://127.0.0.1:8080/v1 \
  --custom-model-id "miladatefi/aaai-7b-dapt-gguf:Q8_0" \
  --custom-provider-id llama-cpp \
  --custom-compatibility openai \
  --custom-text-input \
  --accept-risk \
  --skip-health
Run OpenClaw
openclaw agent --local --agent main --message "Hello from Hugging Face"
Quick Links

AAAI โ€” GGUF for Ollama (EN/DE)

Author: Milad Atefi โ€” [email protected]
ยฉ atefi.ch โ€” Validate in a lab before production.

AAAI is a domain-adapted assistant (EN/DE) for enterprise device management & admin IT.

Focus Areas

  • Microsoft Intune: enrollment, compliance, config profiles, Conditional Access, App Protection Policies, Windows Autopilot
  • Jamf Pro: macOS/iOS/iPadOS configuration (PPPC, restrictions), scripts, packaging
  • Apple: ABM/ASM, Automated Device Enrollment (ADE), payload keys
  • Microsoft 365 / Entra ID / Defender
  • Scripting: PowerShell, bash/zsh, Microsoft Graph usage
  • Networking: Cisco IOS/IOS-XE core admin topics
  • Backend: .NET (Minimal APIs), Java (admin tooling patterns)

Base: Qwen/Qwen2.5-7B-Instruct
Format: GGUF, quantization Q8_0 (~8.1 GB)
Adapter/Training: Uses a custom adapter trained on the authorโ€™s curated materials for the domains above and merged into the base before quantization.


Quickstart (Ollama)

Use the Modelfile so the chat format, identity, and scope limits are correct.

ollama create aaai -f https://huggingface.co/miladatefi/aaai-7b-dapt-gguf/raw/main/Modelfile
ollama run aaai
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