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 katya228/xinyuan-llm-14b-0428-heretic-psychology-gguf-q4_0:Q4_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 "katya228/xinyuan-llm-14b-0428-heretic-psychology-gguf-q4_0:Q4_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

GGUF build (Q4_0)

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Base: Cylingo/Xinyuan-LLM-14B-0428 fine-tune (GGUF export).

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GGUF
Model size
15B params
Architecture
qwen3
Hardware compatibility
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