def prepare_init_args_and_inputs_for_common(self):
        """
        Args:
            None

        Returns:
            Tuple: (Dict, Dict)
        """
        init_dict = {
            "sample_size": 16,
            "patch_size": 2,
            "in_channels": 4,
            "hidden_size": 24,
            "num_layers": 2,
            "num_attention_heads": 3,
            "num_kv_heads": 1,
            "multiple_of": 16,
            "ffn_dim_multiplier": None,
            "norm_eps": 1e-5,
            "learn_sigma": False,
            "qk_norm": True,
            "cross_attention_dim": 32,
            "scaling_factor": 1.0,
        }

        inputs_dict = self.dummy_input
        return init_dict, inputs_dict

        Args:
            None

        Returns:
            Tuple: (Dict, Dict)
        
tests/models/transformers/test_models_transformer_lumina.py