llamaperf

Gemma 4 12B

on 12GB VRAM · llama.cpp

Tone: positive
Sep 7, 2026
Quant
UD_Q4_K_XL (GGUF)
VRAM reported
12 GB

Summary

User benchmarks Gemma 4 IT 12B QAT on a 12GB VRAM card, scoring 87/93, against Qwen 3.8 27B Q8 on ~30GB VRAM, scoring 90/93. The 12B model is recommended as the default. User highlights a validation feature to prevent fabricated data.