PEFT How to use Chhabi/bloom-7b1-lora-tagger with PEFT:
from peft import PeftModel
from transformers import AutoModelForCausalLM
base_model = AutoModelForCausalLM.from_pretrained("bigscience/bloom-7b1")
model = PeftModel.from_pretrained(base_model, "Chhabi/bloom-7b1-lora-tagger") 
