PEFT How to use Dharmik/bloom_3B_without_int8 with PEFT:
from peft import PeftModel
from transformers import AutoModelForCausalLM
base_model = AutoModelForCausalLM.from_pretrained("bigscience/bloom-3b")
model = PeftModel.from_pretrained(base_model, "Dharmik/bloom_3B_without_int8") 
