How to use noctrex/Shieldstral-1.0-3B-GGUF with llama.cpp:
curl -LsSf https://llama.app/install.sh | sh # Start a local OpenAI-compatible server with a web UI: llama serve -hf noctrex/Shieldstral-1.0-3B-GGUF:Q4_K_M # Run inference directly in the terminal: llama cli -hf noctrex/Shieldstral-1.0-3B-GGUF:Q4_K_M
winget install llama.cpp # Start a local OpenAI-compatible server with a web UI: llama serve -hf noctrex/Shieldstral-1.0-3B-GGUF:Q4_K_M # Run inference directly in the terminal: llama cli -hf noctrex/Shieldstral-1.0-3B-GGUF:Q4_K_M
# 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 noctrex/Shieldstral-1.0-3B-GGUF:Q4_K_M # Run inference directly in the terminal: ./llama-cli -hf noctrex/Shieldstral-1.0-3B-GGUF:Q4_K_M
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 noctrex/Shieldstral-1.0-3B-GGUF:Q4_K_M # Run inference directly in the terminal: ./build/bin/llama-cli -hf noctrex/Shieldstral-1.0-3B-GGUF:Q4_K_M
docker model run hf.co/noctrex/Shieldstral-1.0-3B-GGUF:Q4_K_M
How to use noctrex/Shieldstral-1.0-3B-GGUF with vLLM:
# Install vLLM from pip: pip install vllm # Start the vLLM server: vllm serve "noctrex/Shieldstral-1.0-3B-GGUF" # Call the server using curl (OpenAI-compatible API): curl -X POST "http://localhost:8000/v1/chat/completions" \ -H "Content-Type: application/json" \ --data '{ "model": "noctrex/Shieldstral-1.0-3B-GGUF", "messages": [ { "role": "user", "content": [ { "type": "text", "text": "Describe this image in one sentence." }, { "type": "image_url", "image_url": { "url": "https://cdn.britannica.com/61/93061-050-99147DCE/Statue-of-Liberty-Island-New-York-Bay.jpg" } } ] } ] }'
How to use noctrex/Shieldstral-1.0-3B-GGUF with Ollama:
ollama run hf.co/noctrex/Shieldstral-1.0-3B-GGUF:Q4_K_M
How to use noctrex/Shieldstral-1.0-3B-GGUF with Docker Model Runner:
How to use noctrex/Shieldstral-1.0-3B-GGUF with Lemonade:
# Download Lemonade from https://lemonade-server.ai/ lemonade pull noctrex/Shieldstral-1.0-3B-GGUF:Q4_K_M
lemonade run user.Shieldstral-1.0-3B-GGUF-Q4_K_M
lemonade list
