Deploying this model locally is quickest when done via Docker.
Review and follow the instructions below.
The setup auto-streams the model assets (expect a multi-GB download).
The deployment tool scans your environment and automatically chooses the ideal parameters for your OS.
The gemma-4-12b-it-GGUF model is a 12‑billion parameter language model built on the Gemma instruction‑tuned architecture.
It is packaged in the GGUF format, which provides efficient quantization and fast inference on a variety of hardware platforms.
The model excels at following complex instructions, generating coherent text, and supporting a wide range of conversational tasks.
Its training incorporates extensive instruction data, enabling it to adapt to user intent with high fidelity and minimal prompting.
Below is a quick reference of its core specifications:
| Model Name | gemma-4-12b-it-GGUF |
| Parameters | 12 billion |
| Architecture | Gemma |
| Format | GGUF |
| Instruction Tuning | Yes |
- Setup utility configuring Amuse app for local image generation on RX GPUs
- gemma-4-12b-it-GGUF For Low VRAM (6GB/8GB) FREE
- Setup utility deploying local structured output models for JSON parsing
- gemma-4-12b-it-GGUF Windows 10 Full Speed NPU Mode
- Installer deploying local AI platform with automated DeepSeek-V3 API-mirror setups
- Launch gemma-4-12b-it-GGUF 100% Private PC Quantized GGUF Offline Setup FREE