vininhosts/gemma3-12b-engineering-GGUF

gemma3-12b-engineering (GGUF Q4_K_M)

GGUF version of vininhosts/gemma3-12b-engineering.

Fine-tuned Gemma 3 12B IT for aerospace engineering, thermodynamics, advanced math, coding, finance, and 6 additional engineering disciplines. Quantized to Q4_K_M (~7.3 GB).

Model Details

• Base model: google/gemma-3-12b-it
• Fine-tuning: QLoRA, 4 sequential training passes, 23,850+ examples
• Format: GGUF Q4_K_M
• Size: ~7.3 GB

Usage (LM Studio / llama.cpp)

Download gemma-3-12b-engineering-Q4_K_M.gguf and load in LM Studio or any llama.cpp-compatible tool.

Recommended system prompt:

You are an expert aerospace engineer. Always reason step by step inside <think> tags before giving your final answer.

Run with llama.cpp:

llama-cli -m gemma-3-12b-engineering-Q4_K_M.gguf -p "A rocket nozzle has Pc=2MPa, Tc=3000K, M=20g/mol, gamma=1.3, exit Mach=3. Find exit pressure." -n 1024

Capabilities

Aerospace, thermodynamics, signals & systems, statics, dynamics, mechanics of materials, controls, manufacturing, mathematics, coding, finance.

See MLX version for full details.

License

Derived from Gemma 3 — subject to Gemma Terms of Use.