Text Generation
GGUF
qwen2.5
reasoning
ollama
bushido
sovereign
weight-space-programming
wsp
edge-ai
mobile-ai
conversational
Instructions to use CrashOverrideX/Quillan-Ronin-Mini with libraries, inference providers, notebooks, and local apps. Follow these links to get started.
- Notebooks
- Google Colab
- Kaggle
- Local Apps Settings
- llama.cpp
How to use CrashOverrideX/Quillan-Ronin-Mini with llama.cpp:
Install (macOS, Linux)
curl -LsSf https://llama.app/install.sh | sh # Start a local OpenAI-compatible server with a web UI: llama serve -hf CrashOverrideX/Quillan-Ronin-Mini:Q4_K_M # Run inference directly in the terminal: llama cli -hf CrashOverrideX/Quillan-Ronin-Mini:Q4_K_M
Install from WinGet (Windows)
winget install llama.cpp # Start a local OpenAI-compatible server with a web UI: llama serve -hf CrashOverrideX/Quillan-Ronin-Mini:Q4_K_M # Run inference directly in the terminal: llama cli -hf CrashOverrideX/Quillan-Ronin-Mini:Q4_K_M
Build from source code
git clone https://github.com/ggml-org/llama.cpp.git cd llama.cpp cmake -B build cmake --build build -j --target llama-app # Start a local OpenAI-compatible server with a web UI: ./build/bin/llama serve -hf CrashOverrideX/Quillan-Ronin-Mini:Q4_K_M # Run inference directly in the terminal: ./build/bin/llama cli -hf CrashOverrideX/Quillan-Ronin-Mini:Q4_K_M
Use Docker
docker model run hf.co/CrashOverrideX/Quillan-Ronin-Mini:Q4_K_M
- Llama new
- LM Studio
- Jan
- vLLM
How to use CrashOverrideX/Quillan-Ronin-Mini with vLLM:
Install from pip and serve model
# Install vLLM from pip: pip install vllm # Start the vLLM server: vllm serve "CrashOverrideX/Quillan-Ronin-Mini" # Call the server using curl (OpenAI-compatible API): curl -X POST "http://localhost:8000/v1/chat/completions" \ -H "Content-Type: application/json" \ --data '{ "model": "CrashOverrideX/Quillan-Ronin-Mini", "messages": [ { "role": "user", "content": "What is the capital of France?" } ] }'Use Docker
docker model run hf.co/CrashOverrideX/Quillan-Ronin-Mini:Q4_K_M
- Ollama
How to use CrashOverrideX/Quillan-Ronin-Mini with Ollama:
ollama run hf.co/CrashOverrideX/Quillan-Ronin-Mini:Q4_K_M
- Unsloth Desktop
- Pi
How to use CrashOverrideX/Quillan-Ronin-Mini with Pi:
Start the llama.cpp server
# Install llama.cpp: brew install llama.cpp # Start a local OpenAI-compatible server: llama serve -hf CrashOverrideX/Quillan-Ronin-Mini:Q4_K_M
Configure the model in Pi
# Install Pi: npm install -g @earendil-works/pi-coding-agent # Add to ~/.pi/agent/models.json: { "providers": { "llama-cpp": { "baseUrl": "http://localhost:8080/v1", "api": "openai-completions", "apiKey": "none", "models": [ { "id": "CrashOverrideX/Quillan-Ronin-Mini:Q4_K_M" } ] } } }Run Pi
# Start Pi in your project directory: pi
- Docker Model Runner
How to use CrashOverrideX/Quillan-Ronin-Mini with Docker Model Runner:
docker model run hf.co/CrashOverrideX/Quillan-Ronin-Mini:Q4_K_M
- Lemonade
How to use CrashOverrideX/Quillan-Ronin-Mini with Lemonade:
Pull the model
# Download Lemonade from https://lemonade-server.ai/ lemonade pull CrashOverrideX/Quillan-Ronin-Mini:Q4_K_M
Run and chat with the model
lemonade run user.Quillan-Ronin-Mini-Q4_K_M
List all available models
lemonade list
- Hermes Agent
How to use CrashOverrideX/Quillan-Ronin-Mini with Hermes Agent:
Start the llama.cpp server
# Install llama.cpp: brew install llama.cpp # Start a local OpenAI-compatible server: llama serve -hf CrashOverrideX/Quillan-Ronin-Mini:Q4_K_M
Configure Hermes
# Install Hermes: curl -fsSL https://hermes-agent.nousresearch.com/install.sh | bash hermes setup # Point Hermes at the local server: hermes config set model.provider custom hermes config set model.base_url http://127.0.0.1:8080/v1 hermes config set model.default CrashOverrideX/Quillan-Ronin-Mini:Q4_K_M
Run Hermes
hermes
- Atomic Chat
- OpenClaw
How to use CrashOverrideX/Quillan-Ronin-Mini with OpenClaw:
Start the llama.cpp server
# Install llama.cpp: brew install llama.cpp # Start a local OpenAI-compatible server: llama serve -hf CrashOverrideX/Quillan-Ronin-Mini:Q4_K_M
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 "CrashOverrideX/Quillan-Ronin-Mini:Q4_K_M" \ --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"
feat: add Ollama Modelfile
Browse files
Modelfile
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FROM ./quillan-mini-0.5b-wsp-v3-q4_k_m.gguf
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PARAMETER temperature 0.3
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PARAMETER top_p 0.95
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PARAMETER repeat_penalty 1.15
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PARAMETER num_ctx 32768
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PARAMETER stop "<|im_end|>"
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PARAMETER stop "<|im_start|>"
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TEMPLATE """{{ if .System }}<|im_start|>system
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{{ .System }}<|im_end|>
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{{ end }}{{ if .Prompt }}<|im_start|>user
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{{ .Prompt }}<|im_end|>
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{{ end }}<|im_start|>assistant
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{{ .Response }}<|im_end|>"""
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SYSTEM """You are Quillan-Ronin-Mini, a sovereign edge reasoning model from the Quillan-Ronin Tripartite Fleet. You provide concise, mathematically rigorous, and ethically aligned solutions adhering to Bushido rectitude."""
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