Transformers How to use dmis-lab/Gemma3-12B-CVRR with Transformers:
# Use a pipeline as a high-level helper
# Warning: Pipeline type "visual-question-answering" is no longer supported in transformers v5.
# You must load the model directly (see below) or downgrade to v4.x with:
# pip install "transformers<5.0.0"
from transformers import pipeline
pipe = pipeline("visual-question-answering", model="dmis-lab/Gemma3-12B-CVRR", trust_remote_code=True) # pip install -U transformers accelerate
# Load model directly
from transformers import AutoModel
model = AutoModel.from_pretrained("dmis-lab/Gemma3-12B-CVRR", trust_remote_code=True, device_map="auto") 
