Transformers How to use Aratako/gemma-4-E4B-it-audio-encoder with Transformers:
# Use a pipeline as a high-level helper
from transformers import pipeline
pipe = pipeline("feature-extraction", model="Aratako/gemma-4-E4B-it-audio-encoder", trust_remote_code=True) # Load model directly
from transformers import AutoProcessor, AutoModel
processor = AutoProcessor.from_pretrained("Aratako/gemma-4-E4B-it-audio-encoder", trust_remote_code=True)
model = AutoModel.from_pretrained("Aratako/gemma-4-E4B-it-audio-encoder", trust_remote_code=True, device_map="auto") 
