Google Gemma 4 12B runs well on 8GB GPU

Google released Gemma 4 12B in June 2026, a mid-sized model designed for consumer GPUs. The author tested it on an 8GB GPU and found it outperformed smaller models. Gemma 4 12B processes images and audio directly through lightweight projection, skipping separate encoders.