Transformers How to use FastFlowLM/Gemma4-12B-IT-NPU2 with Transformers:
# pip install -U transformers accelerate
# Load model directly
from transformers import AutoProcessor, AutoModelForMultimodalLM
processor = AutoProcessor.from_pretrained("FastFlowLM/Gemma4-12B-IT-NPU2")
model = AutoModelForMultimodalLM.from_pretrained("FastFlowLM/Gemma4-12B-IT-NPU2", device_map="auto") 
