How to use from
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 Dampfinchen/google-gemma-3-12b-it-qat-q4_0-gguf-small-fix:Q4_0_S
# Run inference directly in the terminal:
llama cli -hf Dampfinchen/google-gemma-3-12b-it-qat-q4_0-gguf-small-fix:Q4_0_S
Install from WinGet (Windows)
winget install llama.cpp
# Start a local OpenAI-compatible server with a web UI:
llama serve -hf Dampfinchen/google-gemma-3-12b-it-qat-q4_0-gguf-small-fix:Q4_0_S
# Run inference directly in the terminal:
llama cli -hf Dampfinchen/google-gemma-3-12b-it-qat-q4_0-gguf-small-fix:Q4_0_S
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 Dampfinchen/google-gemma-3-12b-it-qat-q4_0-gguf-small-fix:Q4_0_S
# Run inference directly in the terminal:
./llama-cli -hf Dampfinchen/google-gemma-3-12b-it-qat-q4_0-gguf-small-fix:Q4_0_S
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 Dampfinchen/google-gemma-3-12b-it-qat-q4_0-gguf-small-fix:Q4_0_S
# Run inference directly in the terminal:
./build/bin/llama-cli -hf Dampfinchen/google-gemma-3-12b-it-qat-q4_0-gguf-small-fix:Q4_0_S
Use Docker
docker model run hf.co/Dampfinchen/google-gemma-3-12b-it-qat-q4_0-gguf-small-fix:Q4_0_S
Quick Links

https://huggingface.co/stduhpf/google-gemma-3-12b-it-qat-q4_0-gguf-small but with tokens 105 and 106 and their corresponding image tokens set to control instead of normal. Added general.name metadata.

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