code: def check_replica_config(
      cls, values: Dict[str, Any]
  ) -> Dict[str, Any]:
      num_replica_config = len(values.get("replica_configs"))
      if num_replica_config > 0:
          assert num_replica_config == values.get(
              "replica_num"
          ), "Number of replica configs must match replica_num"
      return values
  
imports: import os
  import string
  from typing import List, Optional, Union, Dict, Any, Literal
  from deepspeed.runtime.config_utils import DeepSpeedConfigModel
  from deepspeed.launcher.runner import DLTS_HOSTFILE, fetch_hostfile
  from deepspeed.inference import RaggedInferenceEngineConfig
  from mii.constants import DeploymentType, TaskType, ModelProvider
  from mii.errors import DeploymentNotFoundError
  from mii.modeling.tokenizers import MIITokenizerWrapper
  from mii.pydantic_v1 import BaseModel, Field, root_validator, validator
  from mii.utils import generate_deployment_name, get_default_task, import_score_file
label_desc: Use image node_id 5 for calling the ModelConfig obj's underlying member method code with example usage: obj.check_replica_config(cls, values) and returns: values