Transformers How to use owen198/gemma3_27b_philosophy-ROCBERT with Transformers:
# Use a pipeline as a high-level helper
from transformers import pipeline
pipe = pipeline("text-classification", model="owen198/gemma3_27b_philosophy-ROCBERT") # pip install -U transformers accelerate
# Load model directly
from transformers import AutoTokenizer, AutoModelForSequenceClassification
tokenizer = AutoTokenizer.from_pretrained("owen198/gemma3_27b_philosophy-ROCBERT")
model = AutoModelForSequenceClassification.from_pretrained("owen198/gemma3_27b_philosophy-ROCBERT", device_map="auto") 
