Transformers How to use google/gemma-4-12B with Transformers:
# pip install -U transformers accelerate
# Load model directly
from transformers import AutoProcessor, AutoModelForMultimodalLM
processor = AutoProcessor.from_pretrained("google/gemma-4-12B")
model = AutoModelForMultimodalLM.from_pretrained("google/gemma-4-12B", device_map="auto") 
