PEFT How to use mohankrishnan/Falcon-7B-Tiger-MathInstruct with PEFT:
from peft import PeftModel
from transformers import AutoModelForCausalLM
base_model = AutoModelForCausalLM.from_pretrained("vilsonrodrigues/falcon-7b-instruct-sharded")
model = PeftModel.from_pretrained(base_model, "mohankrishnan/Falcon-7B-Tiger-MathInstruct")