llama.cpp How to use ZySec-AI/gemma-3-4b-document-writer-gguf 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 ZySec-AI/gemma-3-4b-document-writer-gguf:Q8_0
# Run inference directly in the terminal:
llama cli -hf ZySec-AI/gemma-3-4b-document-writer-gguf:Q8_0
Install from WinGet (Windows)
winget install llama.cpp
# Start a local OpenAI-compatible server with a web UI:
llama serve -hf ZySec-AI/gemma-3-4b-document-writer-gguf:Q8_0
# Run inference directly in the terminal:
llama cli -hf ZySec-AI/gemma-3-4b-document-writer-gguf:Q8_0
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 ZySec-AI/gemma-3-4b-document-writer-gguf:Q8_0
# Run inference directly in the terminal:
./llama-cli -hf ZySec-AI/gemma-3-4b-document-writer-gguf:Q8_0
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 ZySec-AI/gemma-3-4b-document-writer-gguf:Q8_0
# Run inference directly in the terminal:
./build/bin/llama-cli -hf ZySec-AI/gemma-3-4b-document-writer-gguf:Q8_0
Use Docker
docker model run hf.co/ZySec-AI/gemma-3-4b-document-writer-gguf:Q8_0
