PEFT How to use knarayan/model_colors_lora with PEFT:
from peft import PeftModel
from transformers import AutoModelForCausalLM
base_model = AutoModelForCausalLM.from_pretrained("PY007/TinyLlama-1.1B-Chat-v0.3")
model = PeftModel.from_pretrained(base_model, "knarayan/model_colors_lora")