code: def force_decrease_order(Reorderer):
      def DecreaseReorderer(arr, fn):
          def _collate(x):
              len, tokens = fn(x)
              len = -abs(len)
              return len, tokens
  
          return Reorderer(arr, _collate)
  
      return DecreaseReorderer
  
file_path: BigDL/python/llm/dev/benchmark/harness/bigdl_llm.py
imports: from bigdl.llm.transformers import AutoModelForCausalLM
  import inspect
  from lm_eval.models.huggingface import AutoCausalLM
  from lm_eval import utils
  from functools import partial
label_desc: Use image node_id 1 for calling a global function with example usage: force_decrease_order(Reorderer) and returns: DecreaseReorderer, Reorderer, len,  tokens