How to use vincentoh/gemma3-27b-af-detector with PEFT:
from peft import PeftModel from transformers import AutoModelForCausalLM base_model = AutoModelForCausalLM.from_pretrained("unsloth/gemma-3-27b-it-bnb-4bit") model = PeftModel.from_pretrained(base_model, "vincentoh/gemma3-27b-af-detector")
How to use vincentoh/gemma3-27b-af-detector with Transformers:
# Use a pipeline as a high-level helper from transformers import pipeline pipe = pipeline("text-classification", model="vincentoh/gemma3-27b-af-detector")
# pip install -U transformers accelerate # Load model directly from transformers import AutoModel model = AutoModel.from_pretrained("vincentoh/gemma3-27b-af-detector", device_map="auto")
vl-dev