code: def replace_key(key):
      if key.endswith(".model.1.bias") and len(key.split(".")) > 10:
          key = key.replace(".model.1.bias", ".conv1d_1.bias")
      elif key.endswith(".model.1.weight") and len(key.split(".")) > 10:
          key = key.replace(".model.1.weight", ".conv1d_1.weight")
      elif key.endswith(".model.3.bias") and len(key.split(".")) > 10:
          key = key.replace(".model.3.bias", ".conv1d_2.bias")
      elif key.endswith(".model.3.weight") and len(key.split(".")) > 10:
          key = key.replace(".model.3.weight", ".conv1d_2.weight")
  
      if "conditioner_blocks.0." in key:
          key = key.replace(
              "conditioner_blocks.0", "conditioner_blocks"
          )
  
      if "prime_prior" in key:
          key = key.replace("prime_prior", "encoder")
  
      if (
          ".emb." in key
          and "total" not in key
          and "absolute" not in key
          and "relative" not in key
      ):
          key = key.replace(".emb.", ".")
  
      if key.endswith("k"):  # replace vqvae.X.k with vqvae.X.codebook
          return key.replace(".k", ".codebook")
      if "y_emb." in key:
          return key.replace("y_emb.", "metadata_embedding.")
  
      if "x_emb.emb." in key:
          key = key.replace("0.x_emb.emb", "embed_tokens")
  
      if "prime_state_ln" in key:
          return key.replace(
              "prime_state_ln", "encoder.final_layer_norm"
          )
      if ".ln" in key:
          return key.replace(".ln", ".layer_norm")
      if "_ln" in key:
          return key.replace("_ln", "_layer_norm")
  
      if "prime_state_proj" in key:
          return key.replace("prime_state_proj", "encoder.proj_in")
      if "prime_x_out" in key:
          return key.replace("prime_x_out", "encoder.lm_head")
      if "prior.x_out" in key:
          return key.replace("x_out", "fc_proj_out")
      if "x_emb" in key:
          return key.replace("x_emb", "embed_tokens")
  
      return key
  
file_path: transformers/src/transformers/models/jukebox/convert_jukebox.py
imports: import argparse
  import json
  import os
  from pathlib import Path
  import requests
  import torch
  from transformers import JukeboxConfig, JukeboxModel
  from transformers.utils import logging
label_desc: Use image node_id 1 for calling a global function with example usage: replace_key(key) and returns: key, key, key, key, key, key, key, key, key, key