Transformers How to use principled-intelligence/gemma-4-E2B-it-text-only with Transformers:
# Use a pipeline as a high-level helper
from transformers import pipeline
pipe = pipeline("feature-extraction", model="principled-intelligence/gemma-4-E2B-it-text-only") # Load model directly
from transformers import AutoTokenizer, AutoModel
tokenizer = AutoTokenizer.from_pretrained("principled-intelligence/gemma-4-E2B-it-text-only")
model = AutoModel.from_pretrained("principled-intelligence/gemma-4-E2B-it-text-only") 
