Instructions to use stduhpf/google-gemma-3-12b-it-qat-q4_0-gguf-small with libraries, inference providers, notebooks, and local apps. Follow these links to get started.

Notebooks
Google Colab
Kaggle
Local Apps Settings

How to use stduhpf/google-gemma-3-12b-it-qat-q4_0-gguf-small 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 stduhpf/google-gemma-3-12b-it-qat-q4_0-gguf-small:Q4_0_S
# Run inference directly in the terminal:
llama cli -hf stduhpf/google-gemma-3-12b-it-qat-q4_0-gguf-small:Q4_0_S

Install from WinGet (Windows)

winget install llama.cpp
# Start a local OpenAI-compatible server with a web UI:
llama serve -hf stduhpf/google-gemma-3-12b-it-qat-q4_0-gguf-small:Q4_0_S
# Run inference directly in the terminal:
llama cli -hf stduhpf/google-gemma-3-12b-it-qat-q4_0-gguf-small: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 stduhpf/google-gemma-3-12b-it-qat-q4_0-gguf-small:Q4_0_S
# Run inference directly in the terminal:
./llama-cli -hf stduhpf/google-gemma-3-12b-it-qat-q4_0-gguf-small: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 stduhpf/google-gemma-3-12b-it-qat-q4_0-gguf-small:Q4_0_S
# Run inference directly in the terminal:
./build/bin/llama-cli -hf stduhpf/google-gemma-3-12b-it-qat-q4_0-gguf-small:Q4_0_S

Use Docker

docker model run hf.co/stduhpf/google-gemma-3-12b-it-qat-q4_0-gguf-small:Q4_0_S

LM Studio
Jan
Ollama
How to use stduhpf/google-gemma-3-12b-it-qat-q4_0-gguf-small with Ollama:
```
ollama run hf.co/stduhpf/google-gemma-3-12b-it-qat-q4_0-gguf-small:Q4_0_S
```
Unsloth Desktop
Docker Model Runner
How to use stduhpf/google-gemma-3-12b-it-qat-q4_0-gguf-small with Docker Model Runner:
```
docker model run hf.co/stduhpf/google-gemma-3-12b-it-qat-q4_0-gguf-small:Q4_0_S
```

Lemonade

How to use stduhpf/google-gemma-3-12b-it-qat-q4_0-gguf-small with Lemonade:

Pull the model

# Download Lemonade from https://lemonade-server.ai/
lemonade pull stduhpf/google-gemma-3-12b-it-qat-q4_0-gguf-small:Q4_0_S

Run and chat with the model

lemonade run user.google-gemma-3-12b-it-qat-q4_0-gguf-small-Q4_0_S

List all available models

lemonade list

Atomic Chat

google-gemma-3-12b-it-qat-q4_0-gguf-small

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Commit History

Apr 11, 2025

Upload gemma-3-12b-it-q4_0_s.gguf (#5)⁠

Apr 7, 2025

Update README.md

Update README.md

Apr 6, 2025

Update README.md

Update README.md

Upload mmproj-google_gemma-3-12b-it-f16.gguf

Update README.md

Apr 5, 2025

Update README.md

Update README.md

Update README.md

Update README.md⁠

Upload merging script

Upload merging script used

Upload model file

initial commit