def METHOD_NAME(resuming_checkpoint: Optional[Dict] = None):
    if resuming_checkpoint is None:
        return None, None
    compression_state = resuming_checkpoint.get(COMPRESSION_STATE_ATTR)
    model_state_dict = resuming_checkpoint.get(MODEL_STATE_ATTR)
    return model_state_dict, compression_state