Gemma 4 12B : Run Locally, Fine-Tune, Benchmark Performance

Because vision, audio, and text inputs share the exact same weights, you no longer need to co-tune separate frozen encoders. Downstream adapter fine-tuning (such as LoRA) or full fine-tuning naturally updates the entire multimodal token loop in a single pass.