Text Generation
GGUF
mazz-code
aengenium
code
reasoning
weight-space-programming
model-surgery
vision
video
abliterated
conversational
Instructions to use mazz92/mazz-models 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 mazz92/mazz-models 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 mazz92/mazz-models:Q4_K_M # Run inference directly in the terminal: llama cli -hf mazz92/mazz-models:Q4_K_M
Install from WinGet (Windows)
winget install llama.cpp # Start a local OpenAI-compatible server with a web UI: llama serve -hf mazz92/mazz-models:Q4_K_M # Run inference directly in the terminal: llama cli -hf mazz92/mazz-models: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 mazz92/mazz-models:Q4_K_M # Run inference directly in the terminal: ./build/bin/llama cli -hf mazz92/mazz-models:Q4_K_M
Use Docker
docker model run hf.co/mazz92/mazz-models:Q4_K_M
- Llama new
- LM Studio
- Jan
- vLLM
How to use mazz92/mazz-models with vLLM:
Install from pip and serve model
# Install vLLM from pip: pip install vllm # Start the vLLM server: vllm serve "mazz92/mazz-models" # Call the server using curl (OpenAI-compatible API): curl -X POST "http://localhost:8000/v1/chat/completions" \ -H "Content-Type: application/json" \ --data '{ "model": "mazz92/mazz-models", "messages": [ { "role": "user", "content": "What is the capital of France?" } ] }'Use Docker
docker model run hf.co/mazz92/mazz-models:Q4_K_M
- Ollama
How to use mazz92/mazz-models with Ollama:
ollama run hf.co/mazz92/mazz-models:Q4_K_M
- Unsloth Desktop
- Pi
How to use mazz92/mazz-models with Pi:
Start the llama.cpp server
# Install llama.cpp: brew install llama.cpp # Start a local OpenAI-compatible server: llama serve -hf mazz92/mazz-models: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": "mazz92/mazz-models:Q4_K_M" } ] } } }Run Pi
# Start Pi in your project directory: pi
- Docker Model Runner
How to use mazz92/mazz-models with Docker Model Runner:
docker model run hf.co/mazz92/mazz-models:Q4_K_M
- Lemonade
How to use mazz92/mazz-models with Lemonade:
Pull the model
# Download Lemonade from https://lemonade-server.ai/ lemonade pull mazz92/mazz-models:Q4_K_M
Run and chat with the model
lemonade run user.mazz-models-Q4_K_M
List all available models
lemonade list
- Hermes Agent
How to use mazz92/mazz-models with Hermes Agent:
Start the llama.cpp server
# Install llama.cpp: brew install llama.cpp # Start a local OpenAI-compatible server: llama serve -hf mazz92/mazz-models: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 mazz92/mazz-models:Q4_K_M
Run Hermes
hermes
- Atomic Chat
- OpenClaw
How to use mazz92/mazz-models with OpenClaw:
Start the llama.cpp server
# Install llama.cpp: brew install llama.cpp # Start a local OpenAI-compatible server: llama serve -hf mazz92/mazz-models: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 "mazz92/mazz-models: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"
Commit History
2 days ago
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Add surgical apex model: Mazz-Technos-ApexCoder-70B-Surgical.Q4_K_M.gguf (Arcee Fusion Nemotron+L3.3 by Eren Tipirdamaz / MAZZ AENGENIUM)
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Update Model Card with TitanCoder-32B and ApexCoder-70B Surgical fleet (By Eren Tipirdamaz / MAZZ AENGENIUM)
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Add surgical hybrid model: Mazz-Technos-TitanCoder-32B-Surgical.Q4_K_M.gguf (By Eren Tipirdamaz / MAZZ AENGENIUM)
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Update Model Card with Weight-Space Programming surgical fleet (By Eren Tipirdamaz / MAZZ AENGENIUM)
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Add surgical model: Mazz-Technos-Draft-0.8B-Surgical.Q8_0.gguf with Weight-Space Programming (MIT CSAIL)
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Add sovereign flagship model: Mazz-Technos-ApexCoder-70B.Q4_K_M.gguf (By Eren Tipirdamaz / MAZZ AENGENIUM)
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5 days ago
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MAZZ: retire kaggle-t4
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backend kaggle-t4 up
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MAZZ: retire colab-t4
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backend colab-t4 up
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MAZZ: retire kaggle-t4
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backend kaggle-t4 up
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