PEFT How to use FrenzyMath/LeanSearch-PS with PEFT:
from peft import PeftModel
from transformers import AutoModel
base_model = AutoModel.from_pretrained("intfloat/e5-mistral-7b-instruct")
model = PeftModel.from_pretrained(base_model, "FrenzyMath/LeanSearch-PS") 
