transfer.py

import json
import os
import glob
import numpy as np

def convert_model_name(model):
    name = {
        "T5": "google-flan-t5-large",
        "UL2": "google-flan-ul2",
        "Vicuna": "vicuna-13b",
        "ChatGPT": "chatgpt",
    }
    return name[model]

def retrieve_transfer(source, target, attack, shot):
    source = convert_model_name(source)
    target = convert_model_name(target)
    attack = attack.lower()
    file_dir = "./results_transfer/"+source+"_"+target+"/"+attack+"_"+str(shot)+"_shot.json"
    with open(file_dir, 'r', encoding='utf-8') as f:
        data = json.load(f)

    return data