Text Generation
GGUF
Chinese
English
llama-cpp
qwen3_5
Dense
financial-llm
MoziSmartBit
qwen3.8
MoziAI
tool-calling
vision
MTP
imatrix
conversational
Instructions to use chenyumo/moziAI-27B-MTP 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 chenyumo/moziAI-27B-MTP 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 chenyumo/moziAI-27B-MTP:BF16 # Run inference directly in the terminal: llama cli -hf chenyumo/moziAI-27B-MTP:BF16
Install from WinGet (Windows)
winget install llama.cpp # Start a local OpenAI-compatible server with a web UI: llama serve -hf chenyumo/moziAI-27B-MTP:BF16 # Run inference directly in the terminal: llama cli -hf chenyumo/moziAI-27B-MTP:BF16
Use pre-built binary
# Download pre-built binary from: # https://github.com/ggerganov/llama.cpp/releases # Start a local OpenAI-compatible server with a web UI: ./llama-server -hf chenyumo/moziAI-27B-MTP:BF16 # Run inference directly in the terminal: ./llama-cli -hf chenyumo/moziAI-27B-MTP:BF16
Build from source code
git clone https://github.com/ggerganov/llama.cpp.git cd llama.cpp cmake -B build cmake --build build -j --target llama-server llama-cli # Start a local OpenAI-compatible server with a web UI: ./build/bin/llama-server -hf chenyumo/moziAI-27B-MTP:BF16 # Run inference directly in the terminal: ./build/bin/llama-cli -hf chenyumo/moziAI-27B-MTP:BF16
Use Docker
docker model run hf.co/chenyumo/moziAI-27B-MTP:BF16
- LM Studio
- Jan
- vLLM
How to use chenyumo/moziAI-27B-MTP with vLLM:
Install from pip and serve model
# Install vLLM from pip: pip install vllm # Start the vLLM server: vllm serve "chenyumo/moziAI-27B-MTP" # Call the server using curl (OpenAI-compatible API): curl -X POST "http://localhost:8000/v1/chat/completions" \ -H "Content-Type: application/json" \ --data '{ "model": "chenyumo/moziAI-27B-MTP", "messages": [ { "role": "user", "content": "What is the capital of France?" } ] }'Use Docker
docker model run hf.co/chenyumo/moziAI-27B-MTP:BF16
- Ollama
How to use chenyumo/moziAI-27B-MTP with Ollama:
ollama run hf.co/chenyumo/moziAI-27B-MTP:BF16
- Unsloth Desktop
- Pi
How to use chenyumo/moziAI-27B-MTP with Pi:
Start the llama.cpp server
# Install llama.cpp: brew install llama.cpp # Start a local OpenAI-compatible server: llama serve -hf chenyumo/moziAI-27B-MTP:BF16
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": "chenyumo/moziAI-27B-MTP:BF16" } ] } } }Run Pi
# Start Pi in your project directory: pi
- Docker Model Runner
How to use chenyumo/moziAI-27B-MTP with Docker Model Runner:
docker model run hf.co/chenyumo/moziAI-27B-MTP:BF16
- Lemonade
How to use chenyumo/moziAI-27B-MTP with Lemonade:
Pull the model
# Download Lemonade from https://lemonade-server.ai/ lemonade pull chenyumo/moziAI-27B-MTP:BF16
Run and chat with the model
lemonade run user.moziAI-27B-MTP-BF16
List all available models
lemonade list
- Hermes Agent
How to use chenyumo/moziAI-27B-MTP with Hermes Agent:
Start the llama.cpp server
# Install llama.cpp: brew install llama.cpp # Start a local OpenAI-compatible server: llama serve -hf chenyumo/moziAI-27B-MTP:BF16
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 chenyumo/moziAI-27B-MTP:BF16
Run Hermes
hermes
- Atomic Chat
- OpenClaw
How to use chenyumo/moziAI-27B-MTP with OpenClaw:
Start the llama.cpp server
# Install llama.cpp: brew install llama.cpp # Start a local OpenAI-compatible server: llama serve -hf chenyumo/moziAI-27B-MTP:BF16
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 "chenyumo/moziAI-27B-MTP:BF16" \ --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
25 days ago
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compliance: fix upstream attribution (remove Ornith/Gemma boilerplate inherited from the 35B template)
Verified signatureThe 27B base is Qwen3.8-27B; this repository contains no Ornith or Gemma components (NOTICE lists Qwen only). The 'Ornith increment = MIT' / 'Gemma 4' wording copied from the 35B template contradicted the model metadata and has been replaced with an accurate map: upstream Qwen3.8-27B = Apache-2.0, MoziAI additions = Apache-2.0, distribution as a whole = Apache-2.0.d354e12 -
compliance: fix license-file references (LICENSE -> LICENSE.md) and broken license links
Verified signatureAligned in-document license file references with the actual file names shipped by this repo, fixed broken relative license links in the language READMEs, and corrected config.json base_model to the canonical upstream repository.59dd5d0 -
cleanup: 删除与本仓库 README 重复且元数据陈旧的 MODEL_CARD.md(与 GitHub/MS/本地保持一致)
Verified signature83a8b98 -
cleanup: 删除内部文件与冗余许可副本(RELEASE_NOTES / 未来升级计划 / 版本目录 LICENSE)
Verified signature80f383c -
license: 合规整改 — LICENSE-APACHE/NOTICE/MODIFICATIONS + 上游许可表述复核(Qwen3.8-27B=Apache-2.0)
Verified signature25b5bc8
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license: 合规整改 — LICENSE-APACHE/NOTICE/MODIFICATIONS + 上游许可表述复核(Qwen3.8-27B=Apache-2.0)
Verified signaturec2d8d32 -
license: 合规整改 — LICENSE-APACHE/NOTICE/MODIFICATIONS + 上游许可表述复核(Qwen3.8-27B=Apache-2.0)
Verified signaturedd732fd -
cleanup: 从仓库移除内部文件(RELEASE_NOTES / 未来升级计划)
Verified signaturea7d353c -
license: 合规整改 — LICENSE-APACHE/NOTICE/MODIFICATIONS + 上游许可表述复核(Qwen3.8-27B=Apache-2.0)
Verified signature31c29a3 -
license: 合规整改 — LICENSE-APACHE/NOTICE/MODIFICATIONS + 上游许可表述复核(Qwen3.8-27B=Apache-2.0)
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license: 合规整改 — LICENSE-APACHE/NOTICE/MODIFICATIONS + 上游许可表述复核(Qwen3.8-27B=Apache-2.0)
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R19-J: add update.md with param_template block
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R19-J: add param-template V1 (4th file of model package)
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R19-J: add update.md with param_template block (4-file package)
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R19-J: add param-template V1 (4th file of model package)
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